temporal-differencing-learning

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:

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

Backgammon OpenAI Gym

[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

TD-Gammon implementation

Temporal Difference Learning for Game 2048 (Demo)

Introduction to Reinforcement Learning in Python

Reinforcement Learning algorithms with nothing abstracted away

Hyper-accelerated tree search (HATS) algorithm for solving integer least-squares problems in large-scale systems.

A self-learning chess artificial intelligence

Exercises and projects from Udacity's Nanodegree

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

This repository has all the codes and sources of various RL algorithms that I have implemented.

Exercises in reinforcement learning

Well I'm gonna build my own theme park

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