Code repository with classical reinforcement learning and deep reinforcement learning methods for Pokémon battles in Pokémon Showdown.

Applying reinforcement learning methods to a simple card game.

Reinforcement Learning Algorithms in a simple Gridworld

A Python-based repository with implementations of RL algorithms, featuring visualization tools and benchmarks

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

An agent learns the optimal path towards its goal from any starting point while avoiding obstacles.

This repository contains the codes for Term Projects as part of the Reinforcement Learning course (CS600077) that I am taking in the Autumn 2023 semester at IIT Kharagpur

Second homework for the Reinforcement Learning course

Markov decision process master thesis

A repository covering a range of topics from multi-arm bandits to reinforcement learning algorithms. Check out different applications of bandits, MDPs and RL algorithms along with theoretical aspects.

Advanced RL algorithms for two simplified versions of chess. Shortest Path finds the minimal moves between two cells based on piece capabilities. Capture Pieces trains against random opponents aiming for maximal captures in set moves. Features Deep Q-Learning, Policy Iteration, TD and more.

Repository of Reinforcement Learning projects done during the course @sapienza

Q-learning agent to solve the frozen lake problem from the OpenAI gym

Reversi game with multiple reinforcement learning algorithms.

This is a solution for the Snake AI Environment using Tabular methods

基于强化学习(RL)的冰壶游戏实例; 梯度下降的Sarsa(lambda) + 非均匀径向基特征表示

Implemented Learning to Drive a bicycle using reinforcement learning and shaping.

Deep RL toy example based on gym package with several methods

SARSA, Q-Learning, Expected SARSA, SARSA(λ) and Double Q-learning Implementation and Analysis