pacman-ai

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

RLToolkit

RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementati...

deep-q-atari

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

DeepLearningFlappyBird

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

DeepLearningVideoGames

king-pong

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

Simple-Q

Low learning-curve implementation of standard Q-learning.

DQN-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

atari

AI research environment for the Atari 2600 games 🤖.

qlearning4k

Q-learning for Keras

tiny-dqn

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

NeuroEvolution-Flappy-Bird

A comparison between humans, neuroevolution and multilayer perceptrons playing Flapy Bird impleme...

Mechopter

PyGame-based quadcopter simulator & Reinforcement Learning Project

ParamNoise

A comparison of parameter space noise methods for exploration in deep reinforcement learning

deep_q_rl

Theano-based implementation of Deep Q-learning