Tabular methods for reinforcement learning

Python implementation of common RL algorithms using OpenAI gym environments

This github contains a simple OpenAi Gym Maze Enviroment and (at now) a RL Algorithm to solve it.

hands on reinforcement learning

Different Q-learning approaches on the Cart Pole environment

Revisiting tabular and deep reinforcement learning methods.

tictactoe Game : Python-Kivy with Q-learning algorithm from Scratch

A Deep Reinforcement Learning environment using generalized tic-tac-toe.

Two reinforcement learning algorithms (Standard SARSA Control and Tabular Dyna-Q) where an agent learns to traverse a randomly generated maze

Machine Learning project using Q-Learning without any ML library