Build software better, together

tensorlayer / tensorlayer

Deep Learning and Reinforcement Learning Library for Developers and Scientists

tensorlayer deep-learning tensorflow machine-learning data-science neural-network reinforcement-learning artificial-intelligence gan a3c tensorflow-tutorials dqn object-detection chatbot python tensorflow-tutorial imagenet google

Python Updated Mar 18, 2019

MorvanZhou / Reinforcement-learning-with-tensorflow

3.3k

Simple Reinforcement learning tutorials

Python Updated Jan 29, 2019

MorvanZhou / Tensorflow-Tutorial

2.9k

Tensorflow tutorial from basic to hard

tensorflow tensorflow-tutorials gan generative-adversarial-network rnn cnn classification regression autoencoder deep-q-network dqn machine-learning tutorial dropout neural-network

Python Updated Feb 18, 2019

MorvanZhou / PyTorch-Tutorial

2.7k

Build your neural network easy and fast

neural-network python pytorch-tutorial batch-normalization cnn rnn autoencoder pytorch regression classification batch tutorial dropout dqn reinforcement-learning gan generative-adversarial-network machine-learning

Jupyter Notebook Updated Dec 3, 2018

andri27-ts / 60_Days_RL_Challenge

2.5k

Learn Deep Reinforcement Learning in Depth in 60 days

reinforcement-learning challenge machine-learning artificial-intelligence deep-reinforcement-learning neural-networks pytorch dynamic-programming openai-gym dqn ppo mdp a2c genetic-algorithm evolution-strategies reinforcement-learning-algorithms roboschool

Jupyter Notebook Updated Dec 19, 2018

rlcode / reinforcement-learning

2.2k

Minimal and Clean Reinforcement Learning Examples

reinforcement-learning deep-learning deep-reinforcement-learning machine-learning policy-gradient deep-q-network dqn actor-critic a3c

Python Updated Dec 25, 2018

udacity / deep-reinforcement-learning

2.1k

Repo for the Deep Reinforcement Learning Nanodegree program

deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks pytorch pytorch-rl ddpg dqn ppo dynamic-programming cross-entropy hill-climbing ml-agents openai-gym-solutions openai-gym rl-algorithms

Jupyter Notebook Updated Mar 11, 2019

golbin / TensorFlow-Tutorials

1.7k

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

neural-network tensorflow mnist autoencoder rnn deep-learning tutorial chatbot seq2seq dqn word2vec cnn gan inception

Python Updated Nov 16, 2018

carpedm20 / deep-rl-tensorflow

1.4k

TensorFlow implementation of Deep Reinforcement Learning papers

tensorflow deep-reinforcement-learning dqn

Python Updated Jun 4, 2018

ShangtongZhang / DeepRL

1.2k

Modularized Implementation of Deep RL Algorithms in PyTorch

pytorch deep-reinforcement-learning pytorch-a3c dqn dueling-network-architecture double-dqn asynchronous deeprl ddpg continuous-a3c dppo ppo video-prediction-models categorical-dqn option-critic quantile-regression

Python Updated Mar 20, 2019 1 issue needs help

keon / deep-q-learning

665

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

deep-reinforcement-learning deep-q-network dqn reinforcement-learning deep-learning ddqn

Python Updated Sep 4, 2018

chainer / chainerrl

635

ChainerRL is a deep reinforcement learning library built on top of Chainer.

chainer reinforcement-learning deep-learning machine-learning python dqn actor-critic

Python Updated Mar 22, 2019 1 issue needs help

jingweiz / pytorch-rl

575

Deep Reinforcement Learning with pytorch & visdom

dqn a3c pytorch visdom deep-reinforcement-learning reinforcement-learning deep-learning actor-critic acer trpo pytorch-a3c

Python Updated Feb 20, 2018

kengz / SLM-Lab

483

Modular Deep Reinforcement Learning framework in PyTorch.

pytorch reinforcement-learning dqn ppo a3c deep-learning

Python Updated Mar 22, 2019

deeplearning4j / rl4j

292

Deep Reinforcement Learning for the JVM (Deep-Q, A3C)

reinforcement-learning deeplearning4j doom cartpole a3c dqn gym-java-client artificial-intelligence

Java Updated May 21, 2018

jaromiru / AI-blog

273

Accompanying repository for Let's make a DQN / A3C series.

dqn a3c reinforcement-learning tutorial keras tensorflow

Python Updated Sep 4, 2018

navneet-nmk / pytorch-rl

220

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

Python Updated Nov 30, 2018

TianhongDai / reinforcement-learning-algorithms

201

This repository contains most of classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Netwo…

deep-reinforcement-learning ddpg a3c ppo proximal-policy-optimization deep-learning deep-learning-tutorial actor-critic beta-distribution algorithm dqn flappy-bird trpo trust-region-policy-optimization a2c atari2600 dueling-dqn

Python Updated Jan 23, 2019

AIRLab-POLIMI / mushroom

188

Python library for Reinforcement Learning experiments.

reinforcement-learning deep-reinforcement-learning deep-learning tensorflow openai-gym atari dqn rl pytorch

Python Updated Dec 30, 2018

sweetice / Deep-reinforcement-learning-with-pytorch

184

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

policy-gradient pytorch actor-critic-algorithm alphago deep-reinforcement-learning a2c dqn sarsa ppo a3c resnet algorithm deep-learning reinforce actor-critic sac td3 trpo

Python Updated Mar 19, 2019

nadavbh12 / Retro-Learning-Environment

172

The Retro Learning Environment (RLE) -- a learning framework for AI

reinforcement-learning game-engine machine machine-learning dqn

C++ Updated Jun 6, 2018

imagry / aleph_star

170

Reinforcement learning with A* and a deep heuristic

reinforcement-learning reinforcement-learning-algorithms dqn machine-learning-algorithms control-systems optimization-algorithms shortest-path

Jupyter Notebook Updated Dec 13, 2018

steveKapturowski / tensorflow-rl

167

Implementations of deep RL papers and random experimentation

a3c pgq trpo dqn openai-gym tensorflow reinforcement-learning

Python Updated Apr 7, 2018

moemen95 / Pytorch-Project-Template

161

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinfo…

pytorch pytorch-tutorial pytorch-template pytorch-project-template dcgan condense-net erfnet dqn deep-learning machine-learning scemantic semantic-segmentation-models

Python Updated Mar 7, 2019

MLJejuCamp2017 / DRL_based_SelfDrivingCarControl

160

Deep Reinforcement Learning (DQN) based Self Driving Car Control with Vehicle Simulator

deep-reinforcement-learning drl vehicle-simulator dqn self-driving-car

Jupyter Notebook Updated Jan 10, 2019

rlcode / reinforcement-learning-kr

159

[파이썬과 케라스로 배우는 강화학습] 예제

dqn actor-critic policy-gradient grid-world openai-gym

Python Updated Dec 19, 2018

rlgraph / rlgraph

134

RLgraph: Modular computation graphs for deep reinforcement learning

deep-learning reinforcement-learning neural-networks deep-reinforcement-learning machine-learning tensorflow pytorch dqn ppo

Python Updated Mar 22, 2019

hengyuan-hu / rainbow

124

A PyTorch implementation of Rainbow DQN agent

dqn rainbow pytorch reinforcement-learning

Python Updated Apr 23, 2018

minqi / learning-to-communicate-pytorch

115

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

rl reinforcement-learning deep-reinforcement-learning multi-agent-reinforcement-learning multi-agent-systems drl deep-learning deepmind emergent-behavior recurrent-neural-networks dqn drqn

Python Updated Oct 28, 2018

germain-hug / Deep-RL-Keras

94

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

a3c reinforcement-learning keras gym openai policy-gradient ddpg keras-rl dqn ddqn d3qn dueling a2c

Python Updated Jan 28, 2019

Please note that GitHub no longer supports Internet Explorer.

dqn

Repositories 361