a3c

tensorlayer / tensorlayer

4.8k

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

reinforcement-learning tutorial q-learning sarsa sarsa-lambda deep-q-network a3c ddpg policy-gradient dqn double-dqn prioritized-replay dueling-dqn deep-deterministic-policy-gradient asynchronous-advantage-actor-critic actor-critic tensorflow-tutorials proximal-policy-optimization ppo machine-learning

Python Updated Jan 29, 2019

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

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

ikostrikov / pytorch-a3c

567

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement…

python reinforcement-learning pytorch deep-learning actor-critic a3c pytorch-a3c asynchronous-methods deep-reinforcement-learning asynch asynchronous-advantage-actor-critic

Python Updated Mar 20, 2019

miyosuda / async_deep_reinforce

546

Asynchronous Methods for Deep Reinforcement Learning

tensorflow reinforcement-learning a3c deep-learning

Python Updated Aug 9, 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

Kismuz / btgym

386

Scalable, event-driven, deep-learning-friendly backtesting library

reinforcement-learning deep-reinforcement-learning gym-environment openai-gym backtesting-trading-strategies algorithmic-trading-library time-series a3c tensorflow backtrader unreal advantage-actor-critic policy-optimisation policy-gradient quantitive-finance algoritmic-trading statistical-arbitrage

Python Updated Mar 4, 2019

dgriff777 / rl_a3c_pytorch

363

A3C LSTM Atari with Pytorch plus A3G design

python pytorch pytorch-a3c reinforcement-learning atari openai-gym a3c deep-reinforcement-learning actor-critic asynchronous-advantage-actor-critic a3c-gpu a3g

Python Updated Nov 1, 2018

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

omerbsezer / Reinforcement_learning_tutorial_with_demo

234

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearnin…

reinforcement-learning tutorial machine-learning q-learning sarsa td-learning policy-gradient deep-reinforcement-learning imitation-learning meta-learning actor-critic pomdps dynamic-programming dyna a3c

Jupyter Notebook Updated Jan 22, 2019

xhujoy / pysc2-agents

214

This is a simple implementation of DeepMind's PySC2 RL agents.

reinforcement-learning a3c pysc2

Python Updated Nov 8, 2017

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

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

dgriff777 / a3c_continuous

168

A continuous action space version of A3C LSTM in pytorch plus A3G design

a3c a3c-lstm pytorch openai-gym pytorch-a3c a3c-gpu a3g

Python Updated Oct 10, 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

MorvanZhou / pytorch-A3C

158

Simple A3C implementation with pytorch + multiprocessing

pytorch a3c gym neural-network asynchronous-advantage-actor-critic multiprocessing toy-example actor-critic

Python Updated Jan 24, 2019

lcswillems / torch-rl

108

A recurrent, multi-process and readable PyTorch implementation of the deep reinforcement algorithms A2C and PPO

pytorch reinforcement-learning deep-learning deep-reinforcement-learning actor-critic multi-process minigrid a2c a3c ppo advantage-actor-critic proximal-policy-optimization preprocessed-observations reward-shaping recurrent-neural-networks

Python Updated Dec 21, 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

onlytailei / A3C-PyTorch

88

PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch

deep-reinforcement-learning a3c

Python Updated Apr 3, 2017

simonmeister / pysc2-rl-agents

84

StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)

pysc2 deep-reinforcement-learning a2c tensorflow pysc2-mini-games pysc2-agent starcraft-ii a3c

Python Updated Oct 25, 2018

arnomoonens / yarll

69

Combining deep learning and reinforcement learning.

reinforcement-learning a3c openai-gym policy-gradient reinforcement-learning-algorithms deep-reinforcement-learning tensorflow sarsa python

Python Updated Mar 22, 2019

greydanus / baby-a3c

69

A high-performance Atari A3C agent in 180 lines of PyTorch

deep-reinforcement-learning a3c actor-critic pytorch pytorch-a3c atari pytorch-rl

Python Updated Jan 18, 2019

kimhc6028 / pytorch-noreward-rl

61

pytorch implementation of Curiosity-driven Exploration by Self-supervised Prediction

a3c deep-reinforcement-learning pytorch

Python Updated Jan 5, 2019

andreimuntean / A3C

55

Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.

deep-learning a3c machine-learning neural-network reinforcement-learning asynchronous-advantage-actor-critic openai skynet

Python Updated Mar 10, 2018

andrewliao11 / pytorch-a3c-mujoco

54

Implement A3C for Mujoco gym envs

pytorch reinforcement-learning a3c mujoco continuous-control actor-critic

Python Updated Nov 2, 2017

Nasdin / ReinforcementLearning-AtariGame

47

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's …

a3c a3c-lstm pytorch openai-gym reinforcement-learning universe lstm adam rmsprop reinforcement-learning-algorithms reinforcement-agents python deep-reinforcement-learning actor-critic asynchronous-advantage-actor-critic

Jupyter Notebook Updated Feb 27, 2019

hiwonjoon / tf-a3c-gpu

46

Tensorflow implementation of A3C algorithm

a3c tensorflow reinforcement-learning openai-gym

Python Updated Jul 4, 2017

Grzego / async-rl

43

Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for…

deep-reinforcement-learning openai-gym a3c q-learning keras theano

Python Updated Feb 27, 2018

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