self-studying the Sutton & Barto the hard way
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Nov 27, 2021 - Python
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sutton-barto-book
Here are 27 public repositories matching this topic...
Solutions to Sutton and Barto book exercises
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Mar 22, 2024 - TeX
Cheatsheet of Reinforcement Learning (Based on Sutton-Barto Book - 2nd Edition)
reinforcement-learning artificial-intelligence cheatsheet reinforcement-learning-algorithms rl reinforcementlearning sutton-barto-book
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Mar 30, 2021 - TeX
A summary of important concepts and algorithms in RL
awesome latex reinforcement-learning deep-reinforcement-learning interview cheatsheet rl cheat-sheet sutton-barto-book
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Apr 1, 2022 - TeX
Reinforcement Learning Algorithms in FrozenLake-v1
reinforcement-learning monte-carlo openai-gym q-learning reinforcement-learning-algorithms sarsa reinforce policy-iteration value-iteration td-learning actor-critic sarsa-lambda frozenlake frozenlake-v0 dyna-q sutton-gridworld monte-carlo-control sutton-barto-book
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Nov 24, 2024 - Jupyter Notebook
A python implementation of the concepts in the book "Reinforcement Learning: An Introduction" by R.S. Sutton and A. G. Barto.
reinforcement-learning reinforcement-learning-algorithms dynamic-programming reinforcement-learning-excercises reinforcement-learning-tutorials papers-with-code sutton-barto-book
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Jul 13, 2020 - Jupyter Notebook
Chapter notes and exercise solutions for Reinforcement Learning: An Introduction by Sutton and Barto
visualization machine-learning statistics reactive latex reinforcement-learning notebook julia julia-language html-css-javascript probability-theory actor-critic-algorithm sutton-barto-book pluto-notebooks
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Dec 24, 2024 - HTML
Python implementation of RL algorithms presented in Richard Sutton and Andrew Barto's book Reinforcement Learning: An Introduction (second edtion)
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Jan 15, 2021 - Python
reinforcement learning algorithms, models and experiments
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Dec 20, 2024 - Jupyter Notebook
Reinforcement Learning (Sutton, Barto) - solved exercises
machine-learning reinforcement-learning artificial-intelligence exercises-solutions sutton-barto-book
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Jul 21, 2024 - Jupyter Notebook
This repo consists of all the Python notebooks that are part of the Coursera specialization for Reinforcement Learning.
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May 15, 2021 - Jupyter Notebook
|| Studying RL the hard way || Implementation of Important Algorithms in PyTorch from "Reinforcement Learning an Introduction" by Sutton and Barto along with RL papers
reinforcement-learning qlearning deep-reinforcement-learning pytorch artificial-intelligence dqn policy-gradient expected-sarsa qlearning-algorithm actor-critic-algorithm dqn-pytorch sarsa-algorithm rl-book sutton-barto-book policy-gradient-with-baseline actor-critic-pytorch reinforcement-learning-an-introduction
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Dec 12, 2024 - Python
Recreation of the classic video-game "The Snake" into a 3D scenario. Implemented with Monte Carlo ES algorithm.
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Jun 24, 2022 - JavaScript
Not A Replication of Sutton
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Aug 27, 2021 - Jupyter Notebook
implementations of RL algorithms from Sutton's textbook and various papers
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Sep 22, 2023 - Jupyter Notebook
⚡️ Code and Notes 📝 for Grokking Deep RL and RL: An Introduction by Sutton & Barto(2nd edition, 2018) 🤘
reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms grokking-algorithms monte-carlo-methods deep-rl sutton-book temporal-difference-algorithms sutton-barto-book
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Jul 25, 2020 - Jupyter Notebook
🧠 Implementation of various Reinforcement Learning algorithms.
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Sep 27, 2022 - Python
Implementations of RL Algos and solved exercises for Sutton&Barto RLAI
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Aug 31, 2021 - Jupyter Notebook
Some python implementations from the book, "Reinforcement Learning: An Introduction" by Andrew Barto and Richard S. Sutton.
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Sep 16, 2020 - Jupyter Notebook
Own implementation of the Q-learning algorithm presented on the example of the "treasure hunter" game.
reinforcement-learning q-learning rl experiments treasure-hunt q-learning-algorithm sutton-barto-book
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Aug 16, 2022 - Python
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