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280

1.2k

mit

43

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

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

Created 2017-02-13

46 commits to master branch, last one 5 years ago

pytorch-rl jingweiz

144

793

mit

25

Deep Reinforcement Learning with pytorch & visdom

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

Created 2017-04-10

85 commits to master branch, last one 6 years ago

rl_a3c_pytorch dgriff777

118

558

apache-2.0

20

A3C LSTM Atari with Pytorch plus A3G design

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

Created 2017-05-25

172 commits to master branch, last one about a year ago

Hands-On-Intelligent-Agents-with-OpenAI-Gym PacktPublishing

145

359

mit

19

Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch

dqn pytorch openai-gym pytorch-a3c actor-critic pytorch-carla carla-simulator learning-agents intelligent-agents advantage-actor-critic carla-driving-simulator deep-reinforcement-learning

Created 2018-05-09

244 commits to master branch, last one about a year ago

a3c_continuous dgriff777

59

256

apache-2.0

10

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

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

Created 2017-12-23

45 commits to master branch, last one 2 months ago

baby-a3c greydanus

43

169

apache-2.0

5

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

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

Created 2017-10-03

42 commits to master branch, last one 2 years ago