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<!DOCTYPE html>
<html lang="en">
<head>
<!-- Global site tag (gtag.js) - Google Analytics -->
<script async src="https://www.googletagmanager.com/gtag/js?id=UA-154262640-1"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag() {
dataLayer.push(arguments);
}
gtag('js', new Date());
gtag('config', 'UA-154262640-1');
</script>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>The Black Prism</title>
<meta name="description" content="Overview over all blogs">
<meta name="author" content="TheBlackPrism">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
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<meta property="og:image" content="https://theblackprism.ch/images/Black-Prism_Logo_V05_Black.png" />
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<a href="index.html" class="nav-brand">The Black Prism</a>
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<li><a href="index.html">Home</a></li>
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<li><a href="blogs.html">All Blogs</a></li>
<li><a href="AI-Lab3.html">AI Lab3</a></li>
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<li><a href="AI-Lab1.html">AI Lab1</a></li>
<li><a href="2048-AI.html">Artificial Intelligence</a></li>
<li><a href="dragnet.html">CSP & Datalog</a></li>
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<h2 class="mb-4">All Blogs — 4 Blogposts</h2>
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<h2>AI-Lab3 — Reinforcement Learning</h2>
<h4 class="subtitle">A one page description of the lab results</h4>
<h5 class="author">By Dano Roost, Jennifer Schürch & Yves Lütjens</h5>
<p>
The aim of this lab is to implement a Reinforcement Learning algorithm that is able to
provide a
good solution
for the Lunar Lander environment. We implemented three different approaches, namely a Deep Q
Network
(DQN), a REINFORCE and an Actor-Critic (AC) algorithm.
</p>
</div>
</div>
</div>
<div class="section-padding-200">
<div class="transparent-background">
<div class="blogpreview" onclick="window.location='AI-Lab2.html';">
<h2>AI-Lab2 — Supervised Learning</h2>
<h4 class="subtitle">A one page description of the lab results</h4>
<h5 class="author">By Dano Roost, Jennifer Schürch & Yves Lütjens</h5>
<p>
The aim of this lab is to train a binary classifier that labels text with hate speech or not
hate speech.
The baseline already achieves an accuracy of 90% but with a very unbalanced set,
meaning 11% are hate speeches and the rest are non-hate speeches.
</p>
</div>
</div>
</div>
<div class="section-padding-200">
<div class="transparent-background">
<div class="blogpreview" onclick="window.location='AI-Lab1.html';">
<h2>AI-Lab1 — Unsupervised Learning</h2>
<h4 class="subtitle">A one page description of the lab results</h4>
<h5 class="author">By Dano Roost, Jennifer Schürch & Yves Lütjens</h5>
<p>
The aim of this lab is to analyse the genre of artists based only
on their song lyrics, which is done using unsupervised machine learning approaches.
</p>
</div>
</div>
</div>
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<div class="transparent-background">
<div class="blogpreview" onclick="window.location='2048-AI.html';">
<h2>Artificial Intelligence for 2048</h2>
<h4 class="subtitle">An approach to beat 2048 with AI</h4>
<h5 class="author">By Jennifer Schürch & Yves Lütjens</h5>
<p>
The game 2048 is a hard game to beat. As there are many random variables during play, one
has a hard time to implement a good algorithm for it.
We started off by implemented a heuristic algorithm and set the aim that it can reach 10'000
points in average.<br>
</p>
</div>
</div>
</div>
<div class="section-padding-200">
<div class="transparent-background">
<div class="blogpreview" onclick="window.location='dragnet.html';">
<h2>Solving Sudoku with CSP and creating a dragnet with Datalog</h2>
<h5 class="author">By Jennifer Schürch & Yves Lütjens</h5>
<p>
Writing a program to solve any possible Sudoku riddle can rather easily be done using the
Constraint Satisfaction Problem (CSP).
By adding only a few constraints one can solve even the hardest Sudoku in no time. We
created two different approaches and let them run against each other.
</p>
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</div>
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