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Reinforcement-learning-with-tensorflow MorvanZhou

5.0k

8.7k

mit

287

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Created 2017-05-06

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

easy-rl datawhalechina

1.8k

8.5k

other

78

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

a3c dqn ppo td3 ddpg sarsa easy-rl double-dqn q-learning dueling-dqn policy-gradient imitation-learning reinforcement-learning deep-reinforcement-learning

Created 2020-07-03

1,184 commits to master branch, last one 3 days ago

TensorLayer tensorlayer

1.6k

7.3k

other

458

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

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

Created 2016-06-07

3,353 commits to master branch, last one about a year ago

Deep-reinforcement-learning-with-pytorch sweetice

832

3.7k

mit

34

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

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

Created 2018-06-09

4 commits to master branch, last one 4 years ago

reinforcement-learning rlcode

726

3.3k

mit

127

Minimal and Clean Reinforcement Learning Examples

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

Created 2017-01-13

264 commits to master branch, last one 6 years ago

minimalRL seungeunrho

453

2.8k

mit

49

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

a2c a3c dqn ppo sac acer ddpg simple pytorch reinforce deep-learning machine-learning policy-gradients reinforcement-learning deep-reinforcement-learning

Created 2019-04-23

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

SLM-Lab kengz

262

1.2k

mit

48

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

a2c a3c dqn ppo sac pytorch benchmark policy-gradient reinforcement-learning deep-reinforcement-learning

Created 2017-10-02

2,569 commits to master branch, last one 2 years ago

pytorch-a3c ikostrikov

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

Super-mario-bros-A3C-pytorch uvipen

228

1.0k

mit

36

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

ai a3c gym mario python pytorch deep-learning super-mario-bros reinforcement-learning

Created 2019-05-29

46 commits to master branch, last one 3 years ago

btgym Kismuz

259

979

lgpl-3.0

99

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

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

Created 2017-05-24

635 commits to master branch, last one 2 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-starter-files lcswillems

181

633

mit

15

RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code

a2c a3c ppo pytorch minigrid multi-process reward-shaping preprocessed-observations

Created 2018-04-11

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

pytorch-A3C MorvanZhou

142

586

mit

14

Simple A3C implementation with pytorch + multiprocessing

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

Created 2018-01-18

17 commits to master branch, last one 4 years ago

DeepRL-TensorFlow2 marload

140

586

apache-2.0

19

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

a2c a3c dqn ppo sac ddpg trpo reinforce double-dqn tensorflow dueling-dqn rainbow-dqn tensorflow2 deep-learning machine-learning reinforcement-learning deep-reinforcement-learning

Created 2020-03-09

96 commits to master branch, last one 4 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

Reinforcement_Learning pythonlessons

151

355

mit

7

Reinforcement learning tutorials

a2c a3c dqn ppo d3qn ddqn ppo-agent dueling-dqn lunarlander bipedalwalker policy-gradient actor-critic-algorythm reinforcement-learning

Created 2020-01-13

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

Deep-Reinforcement-Learning-With-Python sudharsan13296

121

316

unknown

11

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

a2c a3c c51 dqn ppo sac td3 ddpg trpo double-dqn openai-gym q-learning actor-critic deep-learning policy-gradient bellman-equation reinforcement-learning deep-reinforcement-learning inverse-reinforcement-learning

Created 2020-10-02

23 commits to master branch, last one 3 years ago

RLcycle cyoon1729

63

294

mit

13

A library for ready-made reinforcement learning agents and reusable components for neat prototyping

a2c a3c dqn sac ddpg hydra pytorch rainbow-dqn quantile-regression reinforcement-learning

Created 2018-12-30

392 commits to master branch, last one 4 months 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

torch-ac lcswillems

64

190

mit

8

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

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

Created 2019-04-07

25 commits to master branch, last one about a year 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

Tutorial4RL Allenpandas

8

85

mit

4

Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.

a3c dqn ddpg sarsa tutorial qlearning rl-tutorial policy-gradient multi-agent-systems reinforcement-learning deep-reinforcement-learning inverse-reinforcement-learning reinforcementlearning-tutorial multi-agent-reinforcement-learning

Created 2023-01-07

16 commits to main branch, last one 3 months ago

yarll arnomoonens

28

83

mit

3

Combining deep learning and reinforcement learning.

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

Created 2016-09-04

517 commits to tf2 branch, last one 2 years ago

Deep-Reinforcement-Learning-with-pytorch LxzGordon

17

83

unknown

3

Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

a2c a3c dqn sac td3 ddpg trpo sarsa pytorch algorithm double-dqn dueling-dqn actor-critic policy-gradients reinforcement-learning

Created 2020-09-19

87 commits to master branch, last one 3 years ago

Deep-Reinforcement-Learning-applied-to-DOOM boubnanm

16

81

unknown

3

DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM

a3c ppo pytorch vizdoom curiosity tensorflow dueling-dqn actor-critic deep-q-learning curiosity-driven deep-reinforcement-learning

Created 2019-01-04

65 commits to master branch, last one 3 years ago