Some reinforcement learning algorithms to play snake game
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Updated
Jan 19, 2022 - Python
Some reinforcement learning algorithms to play snake game
My take on some problems from "Reinforcement Learning: An Introduction" by Sutton & Barto
Solutions of exercises in Sutton, Barto (2018)
⚡️ Code and Notes 📝 for Grokking Deep RL and RL: An Introduction by Sutton & Barto(2nd edition, 2018) 🤘
UC Davis Deep Reinforcement Learning Journal Club
My bachelor thesis in Bioinformatics
Solutions and figures for problems from Reinforcement Learning: An Introduction Sutton&Barto
Sutton and Barto's RL Book Exercises in Jupiter Notebook (Python3)
Q-learning and SARSA algorithms from Sutton's Reinforcement Learning book.
Selected algorithms and exercises from the book Sutton, R. S. & Barton, A.: Reinforcement Learning: An Introduction. 2nd Edition, MIT Press, Cambridge, 2018.
Exercise and assignments of Deep Reinforcement Learning Nanodegree Program offered by Udacity
Implementations of standard RL problems and algorithms
jupyter notebook (python code) for sutton book
An environment for tabular Reinforcement Learning agents.
Comparison of bandit algorithms from the Reinforcement Learning bible.
python code successfullly reproduce the Gambler problem, Figure 4.6 of Chapter 4 on Sutton's book, Sutton, R. S., & Barto, A. G. (1998). Reinforcement learning: An introduction (Vol. 1, No. 1). Cambridge: MIT press.
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