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
A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.
AI bots playing Tic Tac Toe
Reinforcement Learning Short Course
Backgammon OpenAI Gym
TD-Gammon implementation
A course on Deep Reinforcement Learning in Computer Vision. Visit Website:
Basic Reinforcement Learning algorithms
[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.
Temporal Difference Learning for the Game of 2048 (Demo)
Introduction to Reinforcement Learning in Python
A self-learning chess artificial intelligence
My solution notebooks for the Deep Reinforcement Learning Nanodegree by Udacity
Various computational models for reinforcement learning
Path Planning with Reinforcement Learning algorithms in an unknown environment
Various fundamental reinforcement learning algorithms implemented from scratch
PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN
Reinforcement Learning algorithms with nothing abstracted away
Deep RL for Temporal Credit Assignment in decision processes with delayed rewards
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