Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
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Updated
May 2, 2023 - Python
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
A self-learning chess artificial intelligence
Various fundamental reinforcement learning algorithms implemented from scratch
Path Planning with Reinforcement Learning algorithms in an unknown environment
Reinforcement Learning algorithms with nothing abstracted away
Well I'm gonna build my own theme park
Decentralized temporal-difference reinforcement learning over randomly reshuffled topology
Implementation for OpenAI taxi-v2 (Using temporal-difference methods)
MSc Course Projects
Reinforcement Learning Notebooks
Reinforcement Learning tool to show how λ and learning rate affect Q(λ). Demonstrates this through teaching a bot to solve a maze.
Gymnasium environment for the game 2048
repo for learning reinforcement learning from scratch
Python implementation and analysis of two reinforcement algorithms – monte carlo and temporal differencing
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