ykOcaInciBI.json

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        "text": " Hello, welcome back to part four of my evolutionary steering something food and poison system thingy. Now guess what?",
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        "text": " This creature here has violated the laws of my universe and in the chat",
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        "text": " I don't remember who it was that I can give credit to. Somebody pointed it out. Thank you somebody with a YouTube name",
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        "text": " I apologize. I'll keep better track of that. Somebody will tell me who was the first pointed this out.",
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        "text": " Now it's violated the laws of the universe.",
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        "text": " It could just wander across a piece of poison and not even eat it. Now, why is that?",
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        "text": " There's a couple reasons why.",
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        "text": " Literally one reason why but look at this. Remember when I was like, oh",
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        "text": " I'm gonna let them have a perception radius all the way down to zero. Well",
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        "text": " What if its perception radius was like point zero zero zero zero zero one or even was zero?",
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        "text": " Then it can never even see the poison and",
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        "text": " it actually will only eat the poison if it can see it. Now there's one thing my perception radius",
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        "text": " My desire was that for that perception radius to only be that something that it occurs to either be attracted or repelled to it",
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        "text": " But if it wanders across the poison by accident, it should still eat it and same for the food",
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        "text": " Honestly, it should get to eat the food whether it should perceive it or not. So one thing I should really do here. Mmm",
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        "text": " I",
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        "text": " Mean I really should have this checking to eat be a separate check. I mean I do have this distance here",
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        "text": " So I could check it whether it's like the closest or not",
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        "text": " Like I really should just check it here should eat it whether it's attracted or not. Let's do that",
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        "text": " So I'm gonna just take this",
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        "text": " There's a I could also just make a minimum perception radius, but I feel like doing it this other way for some reason",
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        "text": " Like I'm just gonna check right here",
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        "text": " Like hey right before I check if it's something it should be attracted to because eating and being attracted to are different things",
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        "text": " Like I cannot be attracted to it, but I can walk across it and I've eaten it I suppose",
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        "text": " In this in the way that I'm thinking about this world. So I'm gonna say if the distance is",
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          264,
          636,
          300,
          286,
          478,
          1953,
          466,
          341,
          1002,
          13,
          407,
          286,
          478,
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          264,
          4560,
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      },
      {
        "avg_logprob": -0.27293020486831665,
        "compression_ratio": 1.873134328358209,
        "end": 121.5,
        "id": 25,
        "no_speech_prob": 0.000056497858167858794,
        "seek": 10146,
        "start": 119.86,
        "temperature": 0,
        "text": " less than five",
        "tokens": [
          51284,
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        ]
      },
      {
        "avg_logprob": -0.27293020486831665,
        "compression_ratio": 1.873134328358209,
        "end": 125.56,
        "id": 26,
        "no_speech_prob": 0.000056497858167858794,
        "seek": 10146,
        "start": 121.5,
        "temperature": 0,
        "text": " I'm gonna eat that thing and it doesn't even matter if there's like three in a row",
        "tokens": [
          51366,
          286,
          478,
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          1862,
          300,
          551,
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          380,
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      },
      {
        "avg_logprob": -0.27293020486831665,
        "compression_ratio": 1.873134328358209,
        "end": 127.86,
        "id": 27,
        "no_speech_prob": 0.000056497858167858794,
        "seek": 10146,
        "start": 125.56,
        "temperature": 0,
        "text": " I'm just gonna eat it whether I'm attracted to it or not",
        "tokens": [
          51569,
          286,
          478,
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          1862,
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          1968,
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      },
      {
        "avg_logprob": -0.27798561158219004,
        "compression_ratio": 1.8246268656716418,
        "end": 133.1,
        "id": 28,
        "no_speech_prob": 0.00001095311927201692,
        "seek": 12786,
        "start": 128.86,
        "temperature": 0,
        "text": " So I'm gonna do that and then also I really should be more thoughtful about this number five",
        "tokens": [
          50414,
          407,
          286,
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      },
      {
        "avg_logprob": -0.27798561158219004,
        "compression_ratio": 1.8246268656716418,
        "end": 135.1,
        "id": 29,
        "no_speech_prob": 0.00001095311927201692,
        "seek": 12786,
        "start": 133.1,
        "temperature": 0,
        "text": " Do you know what would make sense is?",
        "tokens": [
          50626,
          1144,
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          458,
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      },
      {
        "avg_logprob": -0.27798561158219004,
        "compression_ratio": 1.8246268656716418,
        "end": 137.06,
        "id": 30,
        "no_speech_prob": 0.00001095311927201692,
        "seek": 12786,
        "start": 135.26,
        "temperature": 0,
        "text": " This the look at that",
        "tokens": [
          50734,
          639,
          264,
          574,
          412,
          300,
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        ]
      },
      {
        "avg_logprob": -0.27798561158219004,
        "compression_ratio": 1.8246268656716418,
        "end": 138.66,
        "id": 31,
        "no_speech_prob": 0.00001095311927201692,
        "seek": 12786,
        "start": 137.06,
        "temperature": 0,
        "text": " It's maximum speed is five",
        "tokens": [
          50824,
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      },
      {
        "avg_logprob": -0.27798561158219004,
        "compression_ratio": 1.8246268656716418,
        "end": 146.1,
        "id": 32,
        "no_speech_prob": 0.00001095311927201692,
        "seek": 12786,
        "start": 138.66,
        "temperature": 0,
        "text": " But this actually makes sense because if it can go that five pixels at a time anytime it's within that maximum speed",
        "tokens": [
          50904,
          583,
          341,
          767,
          1669,
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          352,
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      },
      {
        "avg_logprob": -0.27798561158219004,
        "compression_ratio": 1.8246268656716418,
        "end": 150.94,
        "id": 33,
        "no_speech_prob": 0.00001095311927201692,
        "seek": 12786,
        "start": 146.1,
        "temperature": 0,
        "text": " It's not gonna be able to jump over it. So I'm gonna use that just in case I change the maximum speed later",
        "tokens": [
          51276,
          467,
          311,
          406,
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          312,
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          281,
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          300,
          445,
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      },
      {
        "avg_logprob": -0.27798561158219004,
        "compression_ratio": 1.8246268656716418,
        "end": 156.54,
        "id": 34,
        "no_speech_prob": 0.00001095311927201692,
        "seek": 12786,
        "start": 150.94,
        "temperature": 0,
        "text": " I'm gonna just change that to this dot max speed and then I've got that same problem",
        "tokens": [
          51518,
          286,
          478,
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          445,
          1319,
          300,
          281,
          341,
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          550,
          286,
          600,
          658,
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      },
      {
        "avg_logprob": -0.25719547271728516,
        "compression_ratio": 1.5891472868217054,
        "end": 161.1,
        "id": 35,
        "no_speech_prob": 0.0003569693653844297,
        "seek": 15654,
        "start": 156.54,
        "temperature": 0,
        "text": " If I'm removing stuff while I'm iterating through it, I should really iterate through that list backwards",
        "tokens": [
          50364,
          759,
          286,
          478,
          12720,
          1507,
          1339,
          286,
          478,
          17138,
          990,
          807,
          309,
          11,
          286,
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          534,
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      },
      {
        "avg_logprob": -0.25719547271728516,
        "compression_ratio": 1.5891472868217054,
        "end": 163.73999999999998,
        "id": 36,
        "no_speech_prob": 0.0003569693653844297,
        "seek": 15654,
        "start": 161.29999999999998,
        "temperature": 0,
        "text": " So I'm gonna put this here length minus one",
        "tokens": [
          50602,
          407,
          286,
          478,
          799,
          829,
          341,
          510,
          4641,
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      },
      {
        "avg_logprob": -0.25719547271728516,
        "compression_ratio": 1.5891472868217054,
        "end": 170.14,
        "id": 37,
        "no_speech_prob": 0.0003569693653844297,
        "seek": 15654,
        "start": 164.1,
        "temperature": 0,
        "text": " I'm gonna say go all the way down to zero and instead of going up while iterating minus now",
        "tokens": [
          50742,
          286,
          478,
          799,
          584,
          352,
          439,
          264,
          636,
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          281,
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          293,
          2602,
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      },
      {
        "avg_logprob": -0.25719547271728516,
        "compression_ratio": 1.5891472868217054,
        "end": 173.73999999999998,
        "id": 38,
        "no_speech_prob": 0.0003569693653844297,
        "seek": 15654,
        "start": 170.14,
        "temperature": 0,
        "text": " Let's just see if everything works the same. Ah error",
        "tokens": [
          51044,
          961,
          311,
          445,
          536,
          498,
          1203,
          1985,
          264,
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      },
      {
        "avg_logprob": -0.25719547271728516,
        "compression_ratio": 1.5891472868217054,
        "end": 176.66,
        "id": 39,
        "no_speech_prob": 0.0003569693653844297,
        "seek": 15654,
        "start": 174.66,
        "temperature": 0,
        "text": " So what did I do?",
        "tokens": [
          51270,
          407,
          437,
          630,
          286,
          360,
          30,
          51370
        ]
      },
      {
        "avg_logprob": -0.25719547271728516,
        "compression_ratio": 1.5891472868217054,
        "end": 183.34,
        "id": 40,
        "no_speech_prob": 0.0003569693653844297,
        "seek": 15654,
        "start": 176.85999999999999,
        "temperature": 0,
        "text": " Cannot read property copy of undefined seek line 81. So this is a problem",
        "tokens": [
          51380,
          29866,
          310,
          1401,
          4707,
          5055,
          295,
          674,
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          2001,
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          13,
          407,
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      },
      {
        "avg_logprob": -0.25719547271728516,
        "compression_ratio": 1.5891472868217054,
        "end": 185.78,
        "id": 41,
        "no_speech_prob": 0.0003569693653844297,
        "seek": 15654,
        "start": 183.78,
        "temperature": 0,
        "text": " Maybe what I should do",
        "tokens": [
          51726,
          2704,
          437,
          286,
          820,
          360,
          51826
        ]
      },
      {
        "avg_logprob": -0.2617941379547119,
        "compression_ratio": 1.702247191011236,
        "end": 191.94,
        "id": 42,
        "no_speech_prob": 0.000008267868906841613,
        "seek": 18654,
        "start": 186.57999999999998,
        "temperature": 0,
        "text": " So if it eats it and that happened to be the closest one, it's not there anymore",
        "tokens": [
          50366,
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          309,
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          293,
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      },
      {
        "avg_logprob": -0.2617941379547119,
        "compression_ratio": 1.702247191011236,
        "end": 199.38,
        "id": 43,
        "no_speech_prob": 0.000008267868906841613,
        "seek": 18654,
        "start": 193.01999999999998,
        "temperature": 0,
        "text": " So it also if it's eating it, it doesn't count as something it's attracted to anymore",
        "tokens": [
          50688,
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      },
      {
        "avg_logprob": -0.2617941379547119,
        "compression_ratio": 1.702247191011236,
        "end": 208.98,
        "id": 44,
        "no_speech_prob": 0.000008267868906841613,
        "seek": 18654,
        "start": 201.5,
        "temperature": 0,
        "text": " Okay, so it can't eat something and also be attracted to it so again probably this could be refactored yet again, but ah",
        "tokens": [
          51112,
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          11,
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          309,
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      },
      {
        "avg_logprob": -0.2617941379547119,
        "compression_ratio": 1.702247191011236,
        "end": 211.22,
        "id": 45,
        "no_speech_prob": 0.000008267868906841613,
        "seek": 18654,
        "start": 209.5,
        "temperature": 0,
        "text": " still a problem",
        "tokens": [
          51512,
          920,
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      },
      {
        "avg_logprob": -0.2437326244841841,
        "compression_ratio": 1.7468354430379747,
        "end": 216.66,
        "id": 46,
        "no_speech_prob": 0.00041084655094891787,
        "seek": 21122,
        "start": 211.22,
        "temperature": 0,
        "text": " Okay, so part four was supposed to be about the evolutionary stuff, but now I'm just debugging problems",
        "tokens": [
          50364,
          1033,
          11,
          370,
          644,
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          390,
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      },
      {
        "avg_logprob": -0.2437326244841841,
        "compression_ratio": 1.7468354430379747,
        "end": 220.22,
        "id": 47,
        "no_speech_prob": 0.00041084655094891787,
        "seek": 21122,
        "start": 216.66,
        "temperature": 0,
        "text": " I realize this is not gonna work. Oh boy, you know, you gotta really watch out for ah",
        "tokens": [
          50636,
          286,
          4325,
          341,
          307,
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          799,
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          11,
          291,
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      },
      {
        "avg_logprob": -0.2437326244841841,
        "compression_ratio": 1.7468354430379747,
        "end": 223.14,
        "id": 48,
        "no_speech_prob": 0.00041084655094891787,
        "seek": 21122,
        "start": 221.14,
        "temperature": 0,
        "text": " Maybe I should start part four over",
        "tokens": [
          50860,
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          286,
          820,
          722,
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      },
      {
        "avg_logprob": -0.2437326244841841,
        "compression_ratio": 1.7468354430379747,
        "end": 228.1,
        "id": 49,
        "no_speech_prob": 0.00041084655094891787,
        "seek": 21122,
        "start": 224.62,
        "temperature": 0,
        "text": " No, I'm gonna I'm here this is what's happening you're watching this you're still here",
        "tokens": [
          51034,
          883,
          11,
          286,
          478,
          799,
          286,
          478,
          510,
          341,
          307,
          437,
          311,
          2737,
          291,
          434,
          1976,
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      },
      {
        "avg_logprob": -0.2437326244841841,
        "compression_ratio": 1.7468354430379747,
        "end": 231.06,
        "id": 50,
        "no_speech_prob": 0.00041084655094891787,
        "seek": 21122,
        "start": 228.1,
        "temperature": 0,
        "text": " This is no good because remember I'm saving something",
        "tokens": [
          51208,
          639,
          307,
          572,
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          286,
          478,
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      },
      {
        "avg_logprob": -0.2437326244841841,
        "compression_ratio": 1.7468354430379747,
        "end": 233.9,
        "id": 51,
        "no_speech_prob": 0.00041084655094891787,
        "seek": 21122,
        "start": 231.06,
        "temperature": 0,
        "text": " That's the closest and then I'm going backwards through the array",
        "tokens": [
          51356,
          663,
          311,
          264,
          13699,
          293,
          550,
          286,
          478,
          516,
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      },
      {
        "avg_logprob": -0.2437326244841841,
        "compression_ratio": 1.7468354430379747,
        "end": 239.9,
        "id": 52,
        "no_speech_prob": 0.00041084655094891787,
        "seek": 21122,
        "start": 233.9,
        "temperature": 0,
        "text": " If I take something out stuff moves around the array and I save the closest index, which is no longer the index anymore",
        "tokens": [
          51498,
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          747,
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      },
      {
        "avg_logprob": -0.2677946837052055,
        "compression_ratio": 1.9086956521739131,
        "end": 246.18,
        "id": 53,
        "no_speech_prob": 0.00010071393626276404,
        "seek": 23990,
        "start": 239.98000000000002,
        "temperature": 0,
        "text": " Here's the thing though. I don't need to I can fix this. I don't need to delete it down here",
        "tokens": [
          50368,
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          311,
          264,
          551,
          1673,
          13,
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          13,
          286,
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      },
      {
        "avg_logprob": -0.2677946837052055,
        "compression_ratio": 1.9086956521739131,
        "end": 252.26,
        "id": 54,
        "no_speech_prob": 0.00010071393626276404,
        "seek": 23990,
        "start": 246.18,
        "temperature": 0,
        "text": " So I don't need to save the closest index. What I want to do is actually save",
        "tokens": [
          50678,
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          286,
          500,
          380,
          643,
          281,
          3155,
          264,
          13699,
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      },
      {
        "avg_logprob": -0.2677946837052055,
        "compression_ratio": 1.9086956521739131,
        "end": 254.70000000000002,
        "id": 55,
        "no_speech_prob": 0.00010071393626276404,
        "seek": 23990,
        "start": 252.86,
        "temperature": 0,
        "text": " that closest location",
        "tokens": [
          51012,
          300,
          13699,
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        ]
      },
      {
        "avg_logprob": -0.2677946837052055,
        "compression_ratio": 1.9086956521739131,
        "end": 262.58,
        "id": 56,
        "no_speech_prob": 0.00010071393626276404,
        "seek": 23990,
        "start": 254.70000000000002,
        "temperature": 0,
        "text": " So closest is actually a list index I so I need I needed to save the I because I was removing it later",
        "tokens": [
          51104,
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        ]
      },
      {
        "avg_logprob": -0.2677946837052055,
        "compression_ratio": 1.9086956521739131,
        "end": 266.94,
        "id": 57,
        "no_speech_prob": 0.00010071393626276404,
        "seek": 23990,
        "start": 262.58,
        "temperature": 0,
        "text": " But now that I'm moving it here. I just want to save that particular location doesn't matter if the array shifts around and",
        "tokens": [
          51498,
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      },
      {
        "avg_logprob": -0.2677946837052055,
        "compression_ratio": 1.9086956521739131,
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        "text": " Now I can just seek",
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        "text": " The closest I'm pretty sure now. Oh",
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        "text": " If closest is",
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      {
        "avg_logprob": -0.2540585054170101,
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        "text": " Not null right now. I need to check not if the index is valid, but if it's not null",
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        "temperature": 0,
        "text": " There we go",
        "tokens": [
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      {
        "avg_logprob": -0.2540585054170101,
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        "text": " So now I should not I should no longer be able to have something that violates the laws of the this universe",
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        "text": " Everything should eat the food and the poison whether it's seeking it or not",
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        "avg_logprob": -0.2540585054170101,
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        "temperature": 0,
        "text": " And this one you can see I died so like I made it kind of hard for them",
        "tokens": [
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        "text": " And we might need to make it",
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        "text": " Easier, but I hope my hoping my hope is that there is actually a kind of optimal",
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        "text": " And this one looks pretty good",
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        "text": " There's an optimal one that it's going to and it needs to really be able to see the food better",
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        "text": " That's not optimal because it needs a bigger radius of food anyway, so let's add the evolution. It's time for",
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        "text": " evolution",
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        "text": " Did I just really do that in my video? I guess I did okay?",
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        "text": " Here we go",
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        "text": " so",
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        "text": " So okay first of all if you've watched any of my other genetic algorithm videos",
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        "text": " You will note that there is a process to a genetic algorithm in the traditional sense that process is create the initial population",
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        "text": " evaluate the population for fitness",
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        "text": " Apply crossover and mutation to create a new population now run it again",
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        "text": " but if you watch through all of my videos towards the end and I'll link to this also in the description I",
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        "text": " Discuss another way of thinking about an evolutionary system, which is a more continuous system, right?",
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        "text": " There is no fitness function these agents these elements these creatures",
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        "text": " Just have a random chance while they live to reproduce so the longer they live the more likely they are to reproduce",
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        "text": " And so things that live longer that gather more health and resources",
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        "text": " Will have more chances of reproducing and hopefully",
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        "text": " Over time the things that aren't so great are gonna die out because they won't have a chance to reproduce",
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        "text": " So something that more mirrors the way that an evolutionary process might happen in the natural world",
        "tokens": [
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        "text": " Okay, so let's add that so the first thing that I need to do is I need to add a function",
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        "text": " And I'm gonna call it",
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      },
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        "text": " I don't know if I should call it clone because is that like a",
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        "avg_logprob": -0.28054972617856916,
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        "text": " That seems to be like some kind of JavaScript actual word so I could could call it copy which is also",
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        "text": " some sort of keyword",
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        "avg_logprob": -0.28068245513529716,
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        "text": " I'm gonna say clone",
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      {
        "avg_logprob": -0.28068245513529716,
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        "text": " Clone me. I'm gonna make a function called clone me. Oh",
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        "text": " Did it just not turn blue because I hadn't gotten rid of it yet. Okay, that's fine. I'm gonna make the function called clone and",
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        "text": " What that does is it returns a new vehicle at?",
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        "text": " My location",
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        "text": " With my DNA",
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        "text": " So the idea is that there's a function that creates a new vehicle",
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        "text": " and it doesn't have to be at the same location, but that makes sense the idea that suddenly I'm just gonna copy myself and",
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        "text": " By copying myself I need to copy my DNA",
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        "text": " So here's the thing there's a lot of ways one thing that you might think about is like",
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        "text": " Oh",
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        "text": " maybe there's some scenario where they there's two and they actually have to be next to each other and then the DNA gets uses",
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        "text": " Crossover to like combine the DNA to make a new vehicle",
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        "text": " But I'm gonna just do this simply by having just a copy but that would be an interesting thing for you to try and then",
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        "text": " Maybe they have to evolve some kind of attraction force where in addition to eating the food and avoiding the poison",
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        "text": " They also have to be attracted to each other so that they can",
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        "text": " manage to copy themselves so but I'm just gonna write this function called clone and",
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        "text": " What I'm gonna do right now is I'm going to say",
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        "text": " For every single vehicle and you know what I'm gonna do",
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        "text": " I'm gonna say if",
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        "text": " Random I'm gonna build this into the function. Maybe every frame. They just have a 1% chance of returning a copy of themselves",
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        "text": " Otherwise I return nothing",
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        "text": " No, and a JavaScript function by default is gonna return undefined probably so I would just want to say I just want to do",
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        "text": " This like 1% of the time",
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        "text": " So what I'm gonna do here is I'm going to say",
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        "text": " Var I'm gonna call it child or copy child",
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        "text": " Maybe I just call it new vehicle",
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        "text": " equals vehicles index I dot clone",
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        "text": " If new vehicle is not equal to null then vehicles dot push new vehicle",
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        "text": " Funny this evolutionary aspect is like the simplest part of this in a way",
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        "text": " I mean there's some more pieces of this I haven't done yet, so this idea of",
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        "text": " Every so often one out of a hundred frames if it lives for a hundred frames",
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        "text": " there's a good chance that at least one of those it'll make a copy of itself and",
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        "text": " Then it will add that to the array and luckily I",
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        "text": " Got it. Oh, this is a problem look at this",
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        "text": " Vehicles no no that's okay because I starts with that so there really could be an issue",
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        "text": " Where if I'm adding to an array while iterating through it?",
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        "seek": 57916,
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        "text": " It's never gonna get to the end",
        "tokens": [
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        "seek": 57916,
        "start": 580.56,
        "temperature": 0,
        "text": " But because I'm already going through backwards I can add stuff to the end and just still go down to zero and I'll be fine",
        "tokens": [
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        "seek": 57916,
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        "temperature": 0,
        "text": " So okay, so I think I'm not gonna get stuck at some infinite loop here. Let's now try running this",
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        "temperature": 0,
        "text": " So we should see let's make it really happen really often",
        "tokens": [
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        "seek": 57916,
        "start": 595.24,
        "temperature": 0,
        "text": " Just so we can see that there's these new vehicles 10% of the time",
        "tokens": [
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        "seek": 57916,
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        "text": " We should be overwhelmed right we're overwhelmed with stuff, so that's clearly absurd, and I'm gonna crash the computer",
        "tokens": [
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        "seek": 60640,
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        "temperature": 0,
        "text": " So 1% of the time it might be too often as well",
        "tokens": [
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        "no_speech_prob": 0.00005649788727168925,
        "seek": 60640,
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        "temperature": 0,
        "text": " But let's leave that for right now 1% of the time kind of want to add a piece of food",
        "tokens": [
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        "avg_logprob": -0.35068506590077575,
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        "seek": 60640,
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        "temperature": 0,
        "text": " What happened there?",
        "tokens": [
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      },
      {
        "avg_logprob": -0.35068506590077575,
        "compression_ratio": 1.4967741935483871,
        "end": 623.6,
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        "text": " Cannot oh so why I",
        "tokens": [
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      },
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        "avg_logprob": -0.35068506590077575,
        "compression_ratio": 1.4967741935483871,
        "end": 627.1999999999999,
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        "text": " Think",
        "tokens": [
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      },
      {
        "avg_logprob": -0.35068506590077575,
        "compression_ratio": 1.4967741935483871,
        "end": 631.24,
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        "seek": 60640,
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        "temperature": 0,
        "text": " That happens look at this so it's possible right now",
        "tokens": [
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      {
        "avg_logprob": -0.20954038446599788,
        "compression_ratio": 1.7276595744680852,
        "end": 635,
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        "seek": 63124,
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        "temperature": 0,
        "text": " For a vehicle to die and then clone itself",
        "tokens": [
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        "text": " So I can put this just before I check for or I could say like maybe it's about to die",
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        "text": " It's not allowed to like sure I should let it like have one last shot. Let's let it have one last shot",
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        "text": " To clone itself okay, so as long as I clone before I delete it. We should be okay",
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        "text": " Okay, so now you can see this stuff now. Here's the thing. It's not actually copying its DNA",
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        "text": " So I could write this function as much as I want",
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        "text": " That's called clone",
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        "text": " And I could pass in",
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        "text": " DNA to supposedly copy",
        "tokens": [
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        "avg_logprob": -0.31885304768880207,
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        "text": " But my constructor does not have an argument",
        "tokens": [
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        "compression_ratio": 1.5748502994011977,
        "end": 681.9200000000001,
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        "seek": 65844,
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        "temperature": 0,
        "text": " so I need to add a third argument called DNA and what I want to do is if",
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        "end": 686,
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        "text": " Right what I want to do is if DNA",
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        "text": " Exists it's not it's not undefined. I think that's okay if it's just an",
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        "text": " It'll be any array is going to be defined it's going to return true right so",
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        "text": " But maybe what I'll do just to be now. That's fine. If DNA. I'm just gonna say if DNA is equal to",
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        "temperature": 0,
        "text": " Undefined so like if I didn't pass in that argument",
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        "temperature": 0,
        "text": " Then make the DNA randomly right this is what I should do otherwise",
        "tokens": [
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        "temperature": 0,
        "text": " Otherwise this DNA now. I don't want to say",
        "tokens": [
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      {
        "avg_logprob": -0.32210194695856154,
        "compression_ratio": 1.6616161616161615,
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        "temperature": 0,
        "text": " DNA I",
        "tokens": [
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      },
      {
        "avg_logprob": -0.32210194695856154,
        "compression_ratio": 1.6616161616161615,
        "end": 726.04,
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        "temperature": 0,
        "text": " Could do this, but this is a bit of a problem",
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        "compression_ratio": 1.6616161616161615,
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        "seek": 71600,
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        "text": " Because what I actually want to do I might want to adjust I'm gonna have like a little chance of mutation",
        "tokens": [
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        "temperature": 0,
        "text": " So what I want to do is I want to say this DNA",
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        "temperature": 0,
        "text": " Index so no matter what I always want to make it an array",
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        "text": " and",
        "tokens": [
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      {
        "avg_logprob": -0.32210194695856154,
        "compression_ratio": 1.6616161616161615,
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        "temperature": 0,
        "text": " Then I want to say",
        "tokens": [
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      {
        "avg_logprob": -0.3217429811992342,
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        "end": 744.68,
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        "text": " This dot did and I really should do this in a loop",
        "tokens": [
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      {
        "avg_logprob": -0.3217429811992342,
        "compression_ratio": 1.658703071672355,
        "end": 749.88,
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        "temperature": 0,
        "text": " But I'm not going to for a very silly reason in a second so and there's only four properties",
        "tokens": [
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      {
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        "text": " So I'm gonna just do these manually. It's terrible. I can't even look at this never go",
        "tokens": [
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        "text": " very",
        "tokens": [
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        "avg_logprob": -0.3217429811992342,
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        "text": " Very weird feeling in my stomach being very uncomfortable. I've read this without a loop, but here we go now",
        "tokens": [
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        "end": 768.16,
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        "temperature": 0,
        "text": " I should be copying the DNA. Oh boy boy. They really like to make copies of themselves, so I also think that",
        "tokens": [
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        "avg_logprob": -0.3217429811992342,
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        "end": 771.36,
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        "text": " This needs to be much less often",
        "tokens": [
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        "temperature": 0,
        "text": " Let's make this much less often",
        "tokens": [
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        "avg_logprob": -0.32434573474231065,
        "compression_ratio": 1.7717842323651452,
        "end": 776.36,
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        "seek": 77176,
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        "temperature": 0,
        "text": " Phone is ringing again",
        "tokens": [
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      {
        "avg_logprob": -0.32434573474231065,
        "compression_ratio": 1.7717842323651452,
        "end": 781.56,
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        "seek": 77176,
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        "temperature": 0,
        "text": " Okay a bunch died out now one looks like it's gonna do pretty well copy yourself",
        "tokens": [
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        "avg_logprob": -0.32434573474231065,
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        "text": " Come on get that food make a copy of yourself come on you can do it make a copy of yourself",
        "tokens": [
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        "temperature": 0,
        "text": " That's that's like one every a thousand frames. That's way too little I kind of want to get lucky and like have it do it",
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        "text": " And have it make a copy of itself, but this one look at this optimal. Oh there",
        "tokens": [
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        "text": " Okay, so we can see it works",
        "tokens": [
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        "text": " you can see that one that copies up now it died immediately because they were both right there and",
        "tokens": [
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        "text": " They like consume themselves, so it's a little bit of an issue there one thing that I think would be really helpful",
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        "text": " I've done this with these kind of systems before is to add",
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        "text": " This idea of if one dies",
        "tokens": [
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      },
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        "avg_logprob": -0.3063512444496155,
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        "text": " I'm going to create a piece of food right where it dies",
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        "temperature": 0,
        "text": " So let's create a piece of food at",
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        "text": " X equals vehicles",
        "tokens": [
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        "text": " index I dot position dot X",
        "tokens": [
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        "temperature": 0,
        "text": " So let's get the XY of that vehicle and let's create a piece of food there. This is really going to help because",
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        "text": " This is really going to help because that way if there's like a bunch then like a whole bunch die",
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        "text": " There's a lot of food for the one that survives",
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        "temperature": 0,
        "text": " So let's add that and let's be hopeful that we get something good now. Here's the thing",
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        "text": " What are the key principles of evolutionary systems is variation?",
        "tokens": [
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        "temperature": 0,
        "text": " And I'm really not getting that much variety to start with so one thing that I might do",
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        "text": " There's two things. I really need to add to this to have more variety one is that let's make",
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        "temperature": 0,
        "text": " How many vehicles do I make I only make 10 so let's make 50 to start with",
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        "temperature": 0,
        "text": " And you can see that's kind of too many and also that reproduction amount was like way too little",
        "tokens": [
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        "seek": 87944,
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        "temperature": 0,
        "text": " So let's not make it 0.01, but let's make it 0.005",
        "tokens": [
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        "temperature": 0,
        "text": " so",
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        "text": " There's a lot of them now, and so you can see like a whole bunch died all at once and left some food",
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        "text": " So let's see kind of like who survives, so I'm gonna let this run for a little bit",
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        "text": " See how it goes",
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        "text": " Now it's really not there's not a lot of food",
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        "text": " So I don't know if I need to add which is fine because they're really copying themselves a lot",
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        "text": " So they're gonna know this one's good",
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        "text": " This one should be able to like kind of pick up a bunch of a lot of food now",
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        "text": " And then there's more food getting out. It's gonna die so anyway, so you can see here",
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        "text": " There's a lot of stuff to tweak and I've got to stop myself from tweaking and tweaking and tweaking",
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        "text": " All right, so I have one last thing to add one thing that doesn't have there is no mutation right now and",
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        "text": " Mutation is a key aspect of an evolutionary system because what if the initial population?",
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        "text": " Doesn't have the right amount of variety and or enough variety the optimal",
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        "text": " Thing that we're searching for is not there in the initial population",
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        "text": " So as these elements clone themselves if they adjust their properties a little bit we can introduce additional",
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        "text": " Variation now there's a lot of ways I could do this number one is I could just randomly pick new weights",
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        "text": " steering weights and randomly pick new",
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        "text": " Perception radii if rate the plural of radius is",
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        "text": " But what I'm gonna do just to demonstrate so and I've done that and that happens in some of my other",
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        "text": " Videos, but in this one what I'm gonna demonstrate is like just adjusting those values a little bit",
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        "text": " Because I think that'll be interesting to see so and I'm gonna do this in a kind of a very inefficient",
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        "text": " Silly way and I can leave it as an exercise for you guys to write the code in a nicer way",
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        "text": " But for example, I'm gonna say",
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        "text": " I",
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        "text": " Mean I could I hate what I've done here. So one thing that would be better would be to have all of these",
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        "text": " Have a normalized range like if all these values were always between 0 and 1 I could just tweak all of these randomly the same",
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        "text": " way but because these have a different range than this, but I'm gonna do this in a very long-winded way and",
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        "text": " You guys can imagine and I'll refactor this code another time in another video or just in a different example",
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        "text": " Or you can do this as your own exercise, but I'm gonna say if",
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        "text": " Random one is less than and let's make a global variable",
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        "text": " I'm gonna call it mr for mutation rate and I'm gonna say there's a 1%",
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        "text": " Mutation rate which is probably too low, but if random one is less than the mutation rate",
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        "text": " Then this dot DNA 0",
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        "text": " Adjusted by some tiny",
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        "text": " Small amount",
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        "text": " We between negative point one and point one",
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        "text": " Now I'm gonna do that for this one",
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        "text": " For the second weight",
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        "text": " Steering weight and then I'm gonna do the same thing for these last two things",
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        "text": " But the range I might want to adjust it is between negative 10 and 10",
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        "text": " Maybe I'm gonna and I probably should cap it so it can't go below zero, but whatever",
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        "text": " Good enough for right now. So I'm going to this I don't there's so many things about this that I don't like",
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        "text": " But it's good enough for right now",
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        "text": " I could rewrite this into a nice reusable function where I pass in the mutation rate and the amount of change",
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        "text": " I believe that is exercise for you. So this now randomly they should be adjusted. Okay, here we go. Now, let's run this",
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        "text": " Let's see how it behaves. So we're just let this run for a little bit. We're gonna do some deep breathing",
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        "text": " Do do do do do do I'm back from the past to the future speaking in a falsetto",
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        "text": " Everything died out",
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        "text": " So this is the this is the sad truth of this as much as I have this idea of like, you know",
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        "text": " artificial general intelligence and they're gonna just sort of like learn how to do it so much of this right now is a top-down design system and",
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        "text": " Getting this to behave in a way that's going to be interesting is really adjusting and fine-tuning that system and many I'm gonna publish this",
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        "text": " code and the things that I would like you to think about doing is you might be able to",
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        "text": " Adjust create a whole interface with sliders to adjust like the rate of how food is added",
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        "text": " How poison is added adjust the different ranges adjust how much the health goes down?",
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        "text": " Let me try to at least get this to behave a little bit better",
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        "text": " One thing I'm gonna do is I'm going to add food at a much higher rate",
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        "text": " Which will make it easier",
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        "text": " I'm going to",
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        "text": " Have the and also have the nutritional value of the food",
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        "text": " Be a bit higher",
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        "text": " And so I'm gonna make that point three and I'm gonna actually make the poison really bad",
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        "text": " Seven five, okay, so I'm gonna make the poison a little worse and",
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        "text": " It's kind of bothering me how big those dots are which is so unnecessary but I'm gonna draw them a little bit smaller I",
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        "text": " Don't know why since like design is clearly not my forte",
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        "text": " But let's let's let this run and also I could add something where I could click the mouse and add new vehicles",
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        "text": " But let's see what we get over time here",
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        "text": " There should be a lot of food",
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        "text": " You can see, you know, there's gonna there's some element of balance here",
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        "text": " If there's too many good things, they're gonna eat all the food, but you can see what's left, right? There's a bunch",
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        "seek": 118958,
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        "temperature": 0,
        "text": " Let me travel to the future again",
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        "temperature": 0,
        "text": " Do-do-do I'm back. Let's add one more feature",
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        "text": " Where I can say",
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        "text": " Just in the main sketch. I'm going to say where is where are the vehicles here?",
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        "text": " I'm going to add the mouse drag function",
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        "text": " And",
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        "text": " I'm gonna make it so that",
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        "text": " Whenever I drag the mouse, I'm adding new vehicles at mouse X and mouse Y so I can run the sketch and oops",
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        "text": " And whoops vehicles I get I just say vehicles dot push",
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        "text": " Okay, so I'm gonna let this run for a bit",
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        "text": " Hello from the future",
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        "text": " So I made some tweaks to various variables in the thing like how much is the health increase and you can see now",
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        "text": " Something rather optimal has kind of appeared which is what I had suspected all along and said which is that you can see here's a",
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        "text": " Whole bunch of vehicles with a strong attraction to food",
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        "text": " Not being so attracted a strong repulsion to poison and being able to see food much farther than being able to see poison",
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        "text": " You can see this is just propagated and they're just kind of eating up all the food now at some point",
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        "text": " There a bunch of those are gonna die out when they die they add more food",
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        "text": " So I think we have arrived now",
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        "text": " Here's the thing a lot of stuff that I didn't do",
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        "text": " one thing is this would be much nicer to look at and",
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        "text": " And I'm gonna if I just made a little checkbox that I could check here",
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        "text": " And then I don't see the debugging information because I really don't watching the debugging information is just for me to have a sense of",
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        "text": " What's going on and I can barely understand where the food is and what the vehicles are doing",
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        "temperature": 0,
        "text": " So it would be nicer to look at it. Maybe I'll add that",
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        "text": " After this videos over and have it as part of the code",
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        "text": " Then of course, there's all sorts of interesting possibilities here. What are other things you could add to the system?",
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        "text": " What are somebody suggested?",
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        "text": " Having the probability of reproduction be related to actually their health value so that if they're really healthy",
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        "text": " They're more likely to reproduce than if they're quite close to having a health of zero. So I'm sure you have lots of creative ideas",
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        "temperature": 0,
        "text": " Add an interface to play with different parameters design it in a different way",
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    "transcription": " Hello, welcome back to part four of my evolutionary steering something food and poison system thingy. Now guess what? This creature here has violated the laws of my universe and in the chat I don't remember who it was that I can give credit to. Somebody pointed it out. Thank you somebody with a YouTube name I apologize. I'll keep better track of that. Somebody will tell me who was the first pointed this out. Now it's violated the laws of the universe. It could just wander across a piece of poison and not even eat it. Now, why is that? There's a couple reasons why. Literally one reason why but look at this. Remember when I was like, oh I'm gonna let them have a perception radius all the way down to zero. Well What if its perception radius was like point zero zero zero zero zero one or even was zero? Then it can never even see the poison and it actually will only eat the poison if it can see it. Now there's one thing my perception radius My desire was that for that perception radius to only be that something that it occurs to either be attracted or repelled to it But if it wanders across the poison by accident, it should still eat it and same for the food Honestly, it should get to eat the food whether it should perceive it or not. So one thing I should really do here. Mmm I Mean I really should have this checking to eat be a separate check. I mean I do have this distance here So I could check it whether it's like the closest or not Like I really should just check it here should eat it whether it's attracted or not. Let's do that So I'm gonna just take this There's a I could also just make a minimum perception radius, but I feel like doing it this other way for some reason Like I'm just gonna check right here Like hey right before I check if it's something it should be attracted to because eating and being attracted to are different things Like I cannot be attracted to it, but I can walk across it and I've eaten it I suppose In this in the way that I'm thinking about this world. So I'm gonna say if the distance is less than five I'm gonna eat that thing and it doesn't even matter if there's like three in a row I'm just gonna eat it whether I'm attracted to it or not So I'm gonna do that and then also I really should be more thoughtful about this number five Do you know what would make sense is? This the look at that It's maximum speed is five But this actually makes sense because if it can go that five pixels at a time anytime it's within that maximum speed It's not gonna be able to jump over it. So I'm gonna use that just in case I change the maximum speed later I'm gonna just change that to this dot max speed and then I've got that same problem If I'm removing stuff while I'm iterating through it, I should really iterate through that list backwards So I'm gonna put this here length minus one I'm gonna say go all the way down to zero and instead of going up while iterating minus now Let's just see if everything works the same. Ah error So what did I do? Cannot read property copy of undefined seek line 81. So this is a problem Maybe what I should do So if it eats it and that happened to be the closest one, it's not there anymore So it also if it's eating it, it doesn't count as something it's attracted to anymore Okay, so it can't eat something and also be attracted to it so again probably this could be refactored yet again, but ah still a problem Okay, so part four was supposed to be about the evolutionary stuff, but now I'm just debugging problems I realize this is not gonna work. Oh boy, you know, you gotta really watch out for ah Maybe I should start part four over No, I'm gonna I'm here this is what's happening you're watching this you're still here This is no good because remember I'm saving something That's the closest and then I'm going backwards through the array If I take something out stuff moves around the array and I save the closest index, which is no longer the index anymore Here's the thing though. I don't need to I can fix this. I don't need to delete it down here So I don't need to save the closest index. What I want to do is actually save that closest location So closest is actually a list index I so I need I needed to save the I because I was removing it later But now that I'm moving it here. I just want to save that particular location doesn't matter if the array shifts around and Now I can just seek The closest I'm pretty sure now. Oh If closest is Not null right now. I need to check not if the index is valid, but if it's not null There we go So now I should not I should no longer be able to have something that violates the laws of the this universe Everything should eat the food and the poison whether it's seeking it or not And this one you can see I died so like I made it kind of hard for them And we might need to make it Easier, but I hope my hoping my hope is that there is actually a kind of optimal And this one looks pretty good There's an optimal one that it's going to and it needs to really be able to see the food better That's not optimal because it needs a bigger radius of food anyway, so let's add the evolution. It's time for evolution Did I just really do that in my video? I guess I did okay? Here we go so So okay first of all if you've watched any of my other genetic algorithm videos You will note that there is a process to a genetic algorithm in the traditional sense that process is create the initial population evaluate the population for fitness Apply crossover and mutation to create a new population now run it again but if you watch through all of my videos towards the end and I'll link to this also in the description I Discuss another way of thinking about an evolutionary system, which is a more continuous system, right? There is no fitness function these agents these elements these creatures Just have a random chance while they live to reproduce so the longer they live the more likely they are to reproduce And so things that live longer that gather more health and resources Will have more chances of reproducing and hopefully Over time the things that aren't so great are gonna die out because they won't have a chance to reproduce So something that more mirrors the way that an evolutionary process might happen in the natural world Okay, so let's add that so the first thing that I need to do is I need to add a function And I'm gonna call it I don't know if I should call it clone because is that like a That seems to be like some kind of JavaScript actual word so I could could call it copy which is also some sort of keyword I'm gonna say clone Clone me. I'm gonna make a function called clone me. Oh Did it just not turn blue because I hadn't gotten rid of it yet. Okay, that's fine. I'm gonna make the function called clone and What that does is it returns a new vehicle at? My location With my DNA So the idea is that there's a function that creates a new vehicle and it doesn't have to be at the same location, but that makes sense the idea that suddenly I'm just gonna copy myself and By copying myself I need to copy my DNA So here's the thing there's a lot of ways one thing that you might think about is like Oh maybe there's some scenario where they there's two and they actually have to be next to each other and then the DNA gets uses Crossover to like combine the DNA to make a new vehicle But I'm gonna just do this simply by having just a copy but that would be an interesting thing for you to try and then Maybe they have to evolve some kind of attraction force where in addition to eating the food and avoiding the poison They also have to be attracted to each other so that they can manage to copy themselves so but I'm just gonna write this function called clone and What I'm gonna do right now is I'm going to say For every single vehicle and you know what I'm gonna do I'm gonna say if Random I'm gonna build this into the function. Maybe every frame. They just have a 1% chance of returning a copy of themselves Otherwise I return nothing No, and a JavaScript function by default is gonna return undefined probably so I would just want to say I just want to do This like 1% of the time So what I'm gonna do here is I'm going to say Var I'm gonna call it child or copy child Maybe I just call it new vehicle equals vehicles index I dot clone If new vehicle is not equal to null then vehicles dot push new vehicle Funny this evolutionary aspect is like the simplest part of this in a way I mean there's some more pieces of this I haven't done yet, so this idea of Every so often one out of a hundred frames if it lives for a hundred frames there's a good chance that at least one of those it'll make a copy of itself and Then it will add that to the array and luckily I Got it. Oh, this is a problem look at this Vehicles no no that's okay because I starts with that so there really could be an issue Where if I'm adding to an array while iterating through it? It's never gonna get to the end But because I'm already going through backwards I can add stuff to the end and just still go down to zero and I'll be fine So okay, so I think I'm not gonna get stuck at some infinite loop here. Let's now try running this So we should see let's make it really happen really often Just so we can see that there's these new vehicles 10% of the time We should be overwhelmed right we're overwhelmed with stuff, so that's clearly absurd, and I'm gonna crash the computer So 1% of the time it might be too often as well But let's leave that for right now 1% of the time kind of want to add a piece of food What happened there? Cannot oh so why I Think That happens look at this so it's possible right now For a vehicle to die and then clone itself So I can put this just before I check for or I could say like maybe it's about to die It's not allowed to like sure I should let it like have one last shot. Let's let it have one last shot To clone itself okay, so as long as I clone before I delete it. We should be okay Okay, so now you can see this stuff now. Here's the thing. It's not actually copying its DNA So I could write this function as much as I want That's called clone And I could pass in DNA to supposedly copy But my constructor does not have an argument so I need to add a third argument called DNA and what I want to do is if Right what I want to do is if DNA Exists it's not it's not undefined. I think that's okay if it's just an It'll be any array is going to be defined it's going to return true right so But maybe what I'll do just to be now. That's fine. If DNA. I'm just gonna say if DNA is equal to Undefined so like if I didn't pass in that argument Then make the DNA randomly right this is what I should do otherwise Otherwise this DNA now. I don't want to say DNA I Could do this, but this is a bit of a problem Because what I actually want to do I might want to adjust I'm gonna have like a little chance of mutation So what I want to do is I want to say this DNA Index so no matter what I always want to make it an array and Then I want to say This dot did and I really should do this in a loop But I'm not going to for a very silly reason in a second so and there's only four properties So I'm gonna just do these manually. It's terrible. I can't even look at this never go very Very weird feeling in my stomach being very uncomfortable. I've read this without a loop, but here we go now I should be copying the DNA. Oh boy boy. They really like to make copies of themselves, so I also think that This needs to be much less often Let's make this much less often Phone is ringing again Okay a bunch died out now one looks like it's gonna do pretty well copy yourself Come on get that food make a copy of yourself come on you can do it make a copy of yourself That's that's like one every a thousand frames. That's way too little I kind of want to get lucky and like have it do it And have it make a copy of itself, but this one look at this optimal. Oh there Okay, so we can see it works you can see that one that copies up now it died immediately because they were both right there and They like consume themselves, so it's a little bit of an issue there one thing that I think would be really helpful I've done this with these kind of systems before is to add This idea of if one dies I'm going to create a piece of food right where it dies So let's create a piece of food at X equals vehicles index I dot position dot X So let's get the XY of that vehicle and let's create a piece of food there. This is really going to help because This is really going to help because that way if there's like a bunch then like a whole bunch die There's a lot of food for the one that survives So let's add that and let's be hopeful that we get something good now. Here's the thing What are the key principles of evolutionary systems is variation? And I'm really not getting that much variety to start with so one thing that I might do There's two things. I really need to add to this to have more variety one is that let's make How many vehicles do I make I only make 10 so let's make 50 to start with And you can see that's kind of too many and also that reproduction amount was like way too little So let's not make it 0.01, but let's make it 0.005 so There's a lot of them now, and so you can see like a whole bunch died all at once and left some food So let's see kind of like who survives, so I'm gonna let this run for a little bit and See how it goes Now it's really not there's not a lot of food So I don't know if I need to add which is fine because they're really copying themselves a lot So they're gonna know this one's good This one should be able to like kind of pick up a bunch of a lot of food now And then there's more food getting out. It's gonna die so anyway, so you can see here There's a lot of stuff to tweak and I've got to stop myself from tweaking and tweaking and tweaking All right, so I have one last thing to add one thing that doesn't have there is no mutation right now and Mutation is a key aspect of an evolutionary system because what if the initial population? Doesn't have the right amount of variety and or enough variety the optimal Thing that we're searching for is not there in the initial population So as these elements clone themselves if they adjust their properties a little bit we can introduce additional Variation now there's a lot of ways I could do this number one is I could just randomly pick new weights steering weights and randomly pick new Perception radii if rate the plural of radius is But what I'm gonna do just to demonstrate so and I've done that and that happens in some of my other Videos, but in this one what I'm gonna demonstrate is like just adjusting those values a little bit Because I think that'll be interesting to see so and I'm gonna do this in a kind of a very inefficient Silly way and I can leave it as an exercise for you guys to write the code in a nicer way But for example, I'm gonna say I Mean I could I hate what I've done here. So one thing that would be better would be to have all of these Have a normalized range like if all these values were always between 0 and 1 I could just tweak all of these randomly the same way but because these have a different range than this, but I'm gonna do this in a very long-winded way and You guys can imagine and I'll refactor this code another time in another video or just in a different example Or you can do this as your own exercise, but I'm gonna say if Random one is less than and let's make a global variable I'm gonna call it mr for mutation rate and I'm gonna say there's a 1% Mutation rate which is probably too low, but if random one is less than the mutation rate Then this dot DNA 0 Adjusted by some tiny Small amount We between negative point one and point one Now I'm gonna do that for this one For the second weight Steering weight and then I'm gonna do the same thing for these last two things But the range I might want to adjust it is between negative 10 and 10 Maybe I'm gonna and I probably should cap it so it can't go below zero, but whatever Good enough for right now. So I'm going to this I don't there's so many things about this that I don't like But it's good enough for right now I could rewrite this into a nice reusable function where I pass in the mutation rate and the amount of change I believe that is exercise for you. So this now randomly they should be adjusted. Okay, here we go. Now, let's run this Let's see how it behaves. So we're just let this run for a little bit. We're gonna do some deep breathing Do do do do do do I'm back from the past to the future speaking in a falsetto Everything died out So this is the this is the sad truth of this as much as I have this idea of like, you know artificial general intelligence and they're gonna just sort of like learn how to do it so much of this right now is a top-down design system and Getting this to behave in a way that's going to be interesting is really adjusting and fine-tuning that system and many I'm gonna publish this code and the things that I would like you to think about doing is you might be able to Adjust create a whole interface with sliders to adjust like the rate of how food is added How poison is added adjust the different ranges adjust how much the health goes down? Let me try to at least get this to behave a little bit better One thing I'm gonna do is I'm going to add food at a much higher rate Which will make it easier I'm going to Have the and also have the nutritional value of the food Be a bit higher And so I'm gonna make that point three and I'm gonna actually make the poison really bad Seven five, okay, so I'm gonna make the poison a little worse and It's kind of bothering me how big those dots are which is so unnecessary but I'm gonna draw them a little bit smaller I Don't know why since like design is clearly not my forte But let's let's let this run and also I could add something where I could click the mouse and add new vehicles But let's see what we get over time here There should be a lot of food You can see, you know, there's gonna there's some element of balance here If there's too many good things, they're gonna eat all the food, but you can see what's left, right? There's a bunch Let me travel to the future again Do-do-do I'm back. Let's add one more feature Where I can say Just in the main sketch. I'm going to say where is where are the vehicles here? I'm going to add the mouse drag function And I'm gonna make it so that Whenever I drag the mouse, I'm adding new vehicles at mouse X and mouse Y so I can run the sketch and oops And whoops vehicles I get I just say vehicles dot push Okay, so I'm gonna let this run for a bit Hello from the future So I made some tweaks to various variables in the thing like how much is the health increase and you can see now Something rather optimal has kind of appeared which is what I had suspected all along and said which is that you can see here's a Whole bunch of vehicles with a strong attraction to food Not being so attracted a strong repulsion to poison and being able to see food much farther than being able to see poison You can see this is just propagated and they're just kind of eating up all the food now at some point There a bunch of those are gonna die out when they die they add more food So I think we have arrived now Here's the thing a lot of stuff that I didn't do one thing is this would be much nicer to look at and And I'm gonna if I just made a little checkbox that I could check here And then I don't see the debugging information because I really don't watching the debugging information is just for me to have a sense of What's going on and I can barely understand where the food is and what the vehicles are doing So it would be nicer to look at it. Maybe I'll add that After this videos over and have it as part of the code Then of course, there's all sorts of interesting possibilities here. What are other things you could add to the system? What are somebody suggested? Having the probability of reproduction be related to actually their health value so that if they're really healthy They're more likely to reproduce than if they're quite close to having a health of zero. So I'm sure you have lots of creative ideas and Add an interface to play with different parameters design it in a different way Make this into a game somehow somebody suggested. Oh, wow the user to save them by adding food So there's all sorts of possibilities here. So I hope you enjoyed this really long four-part Coding challenge. I hope that you make something creative with this evolutionary system expand on it I would love to share results of things that you guys make In future live streams or videos and so thanks for watching Stay in touch leave a comment. I'll be back more videos of my soon. Okay. Goodbye You",
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