Backgammon OpenAI Gym
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Updated
May 16, 2024 - Python
Backgammon OpenAI Gym
A simple reinforcement learning simulation engine for OpenAI's gym.
Implementation of Reinforcement Algorithms from scratch
Implementation of Q-Learning using TD error to navigate a maze avoiding obstacles and a moving enemy
train an RNN to estimate value in a POMDP using TD learning
Z. Sun, Q. Wang, J. Pan and Y. Xia, "Data-Driven MPC for Linear Systems using Reinforcement Learning," 2021 China Automation Congress (CAC), Beijing, China, 2021, pp. 394-399, doi: 10.1109/CAC53003.2021.9728233.
Implementation of reinforcement learning algorithms to solve pacman game. Part of CS188 AI course from UC Berkeley.
Onitama Board Game Simulator with Reinforcement Learning opponents (CS 5033)
Code for the numerical experiments in Zhang, Sheng, Zhe Zhang, and Siva Theja Maguluri. "Finite Sample Analysis of Average-Reward TD Learning and Q-Learning."
AI of modified version of Othello/Reversi
multi-armed bandit, gambler problem, cliff problem and TD learning
A neural network playing Backgammon.
python implementation of SARSA learning algorithm to solve a maze
TD-Gammon implementation
Tic-Tac-Toe agent trained by Deep Reinforcement Learning
NYCU Selected Topics in Reinforcement Learning Fall 2023
Master MVA - Reinforcement Learning Project
🐀 TD learning model of a rat who learns how to navigate in a watermaze from the activation of its place cells
A 2048 game platform made with Python & the AI of the game trained by reinforcement learning
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