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.

A course on Deep Reinforcement Learning in Computer Vision. Visit Website:

Reinforcement Learning Short Course

TD-Gammon implementation

Backgammon OpenAI Gym

PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN

AI bots playing Tic Tac Toe

[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.

Basic Reinforcement Learning algorithms

Introduction to Reinforcement Learning in Python

Using Q-Learning Control for path planning of mobile agents in an enviroment.

Temporal Difference Learning for the Game of 2048 (Demo)

Path Planning with Reinforcement Learning algorithms in an unknown environment

Reinforcement Learning algorithms with nothing abstracted away

A self-learning chess artificial intelligence

Foundations Of Intelligent Learning Agents (FILA) Assignments

Various computational models for reinforcement learning

solving a simple 4*4 Gridworld almost similar to openAI gym FrozenLake using SARSA Temporal difference method Reinforcement Learning