temporal-differencing-learning

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

AI bots playing Tic Tac Toe

Backgammon OpenAI Gym

TD-Gammon implementation

Temporal Difference Learning for the Game of 2048 (Demo)

Introduction to Reinforcement Learning in Python

Gymnasium environment for the game 2048

Various fundamental reinforcement learning algorithms implemented from scratch

Path Planning with Reinforcement Learning algorithms in an unknown environment

A self-learning chess artificial intelligence

A library of reinforcement learning (RL) algorithms.

Computational model for the manuscript 'Error representations in apical dendrites of neocortical layer 5 neurons during learning'

MSc Course Projects

Reinforcement Learning Notebooks

TD-Gammon implementation

Decentralized temporal-difference reinforcement learning over randomly reshuffled topology

Reinforcement Learning tool to show how λ and learning rate affect Q(λ). Demonstrates this through teaching a bot to solve a maze.

Implementation for OpenAI taxi-v2 (Using temporal-difference methods)

Well I'm gonna build my own theme park

Expressive Value Learning for Offline Reinforcement Learning