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.

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

hands on reinforcement learning

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

Revisiting tabular and deep reinforcement learning methods.

Different Q-learning approaches on the Cart Pole environment

Tabular Q-learning with subtask reward shaping for MiniGrid-BlockedUnlockPickup-v0. Course project for Aprendizaje por Refuerzo, Universidad de los Andes (2026-12). Includes an 8×7 walled maze as supplementary work.

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