My blogs and code for machine learning. http://cnblogs.com/pinard

Reinforcement Learning in Go

docker image for reinforcement learning including Open AI roboschool

Open AI Gym version of Berkeley AI Pacman with images as states

OpenAI Gym wrapper for the Quanser Qube and Quanser Aero

Long-Term Planning with Deep Reinforcement Learning on Autonomous Drones

Cheatsheet of Reinforcement Learning (Based on Sutton-Barto Book - 2nd Edition)

Reinforcement Learning material

Reinforcement learning (RL) Notes and Notebooks.

Repository for exploring collaboration-competition (playing tennis) through Deep Reinforcement Learning algorithms.

machine learning

Re-Implementation of already existing repository

League of Legends reinforcement learning environment using the League Server project running v4.20. Similar to pysc2 from Deepmind but is limited by LeagueServer incomplete emulation of League of Legends. Good enough to test basic ideas though.

Repository for exploring navigation (collecting yellow bananas) through Deep Reinforcement Learning algorithms.

Reinforcement Learning Snake Game

Repository for exploring continuous control (robotic arm in precise position) through Deep Reinforcement Learning algorithms.

Using deep reinforcement learning to beat the classic game "Pong".

This repository contains the implementation of reinforcement learning algorithm, UCB to optimize the selection of ad to maximise the gains of the company.

Set of exercises, tutorials and resources for the study of the reinforcement learning framework.

Simple Reinforcement Learning using Q tables. Train an agent to move to destination