DRL workshop tasks
Materials
Cartpole code walkthrough
Deeplizard’s playlist for reinforcement learning
Deeplizard’s playlist for PyTorch
Deeplizard’s playlist for Keras
https://www.youtube.com/watch?v=PyQNfsGUnQA&list=PLZbbT5o_s2xoWNVdDudn51XM8lOuZ_Njv&index=17
https://www.youtube.com/playlist?list=PLZbbT5o_s2xoWNVdDudn51XM8lOuZ_Njv
Tasks
- Cart pole a. What happens if we change network composition? b. How do other parameters affect the number of episodes it takes to reach the goal?
- MountainCar
- Breakout Bonus tasks
- Frozen lake (now with DQN!)
- Random frozen lake (now with DQN!)
- Your favourite Atari game (using image as an input)!