actor-critic topic

List actor-critic repositories

MLDS2018SPRING

140
Stars
47
Forks
Watchers

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

pytorch-rl

256
Stars
74
Forks
Watchers

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

ReinforcementLearning-AtariGame

167
Stars
39
Forks
Watchers

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and effi...

tensorflow-reinforce

486
Stars
138
Forks
Watchers

Implementations of Reinforcement Learning Models in Tensorflow

pytorch-rl

794
Stars
144
Forks
Watchers

Deep Reinforcement Learning with pytorch & visdom

Paddle-RLBooks

117
Stars
13
Forks
Watchers

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

openai_lab

325
Stars
68
Forks
Watchers

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

pytorch-a3c

1.2k
Stars
280
Forks
Watchers

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

rl_a3c_pytorch

558
Stars
118
Forks
Watchers

A3C LSTM Atari with Pytorch plus A3G design

pytorch-A3C

585
Stars
142
Forks
Watchers

Simple A3C implementation with pytorch + multiprocessing