qlearning4k

Mechopter

PyGame-based quadcopter simulator & Reinforcement Learning Project

DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

king-pong

Deep Reinforcement Learning Pong Agent, King Pong, he's the best

tiny-dqn

A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym

deep_q_rl

Theano-based implementation of Deep Q-learning

deep-q-atari

Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.

DQN-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

pacman-ai

A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Lear...

DeepLearningVideoGames

async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods f...

atari

AI research environment for the Atari 2600 games 🤖.

rl-agents

Implementations of Reinforcement Learning and Planning algorithms

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

Simple-Q

Low learning-curve implementation of standard Q-learning.