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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

1.7k

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 2 days ago

PyTorch-Tutorial MorvanZhou

3.1k

8.0k

mit

212

Build your neural network easy and fast, 莫烦Python中文教学

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

Created 2017-05-05

121 commits to master branch, last one 2 years ago

tianshou thu-ml

1.1k

7.6k

mit

92

An elegant PyTorch deep reinforcement learning library.

rl a2c bcq cql dqn drl npg ppo sac td3 ddpg trpo atari mujoco pytorch double-dqn transferlab policy-gradient imitation-learning

Created 2018-04-16

731 commits to master branch, last one 5 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 udacity

2.3k

4.8k

mit

180

Repo for the Deep Reinforcement Learning Nanodegree program

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

Created 2018-07-06

24 commits to master branch, last one 2 years ago

Tensorflow-Tutorial MorvanZhou

1.9k

4.3k

mit

259

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

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

Created 2017-05-10

46 commits to master branch, last one 3 years ago

Reinforcement-Learning andri27-ts

617

4.1k

mit

245

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

a2c dqn ppo deepmind qlearning deep-learning machine-learning policy-gradients evolution-strategies reinforcement-learning artificial-intelligence deep-reinforcement-learning

Created 2018-08-28

146 commits to master branch, last one 4 years 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

ElegantRL AI4Finance-Foundation

814

3.5k

other

52

Massively Parallel Deep Reinforcement Learning. 🔥

a2c dqn gae per ppo sac td3 ddpg stable pytorch efficient drl-pytorch lightweight multiple-gpu model-free-rl bipedalwalkerhardcore reinforcement-learning

Created 2019-07-12

2,344 commits to master branch, last one a day 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

DeepRL ShangtongZhang

673

3.1k

mit

89

Modularized Implementation of Deep RL Algorithms in PyTorch

a2c dqn ppo td3 ddpg deeprl pytorch rainbow double-dqn option-critic categorical-dqn quantile-regression option-critic-architecture deep-reinforcement-learning dueling-network-architecture prioritized-experience-replay

Created 2017-04-20

480 commits to master branch, last one 2 months ago

awesome-DeepLearning PaddlePaddle

828

2.9k

apache-2.0

110

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

cnn dqn gan nlp rnn bert dssm pose sarsa video dynabert tinybert detection transformer segmentation classification recommender-system reinforcement-learning

Created 2019-12-11

1,229 commits to master branch, last one 5 months 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

agents tensorflow

720

2.8k

apache-2.0

80

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

dqn bandits tf-agents tensorflow rl-algorithms contextual-bandits multi-armed-bandits reinforcement-learning

Created 2018-11-17

2,297 commits to master branch, last one 3 months ago

TensorFlow-Tutorials golbin

1.0k

2.1k

unknown

247

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

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

Created 2017-01-18

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

gym-anytrading AminHP

451

2.1k

mit

83

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

dqn forex stocks trading openai-gym q-learning gym-environments trading-algorithms trading-environments reinforcement-learning

Created 2019-09-16

42 commits to master branch, last one 10 months ago

rainbow-is-all-you-need Curt-Park

334

1.8k

mit

26

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

dqn pytorch rainbow nbviewer colab-notebook gym-environment reinforcement-learning

Created 2019-06-10

114 commits to master branch, last one 8 months ago

deep-rl-tensorflow carpedm20

398

1.6k

mit

92

TensorFlow implementation of Deep Reinforcement Learning papers

dqn tensorflow deep-reinforcement-learning

Created 2016-06-10

70 commits to master branch, last one 6 years ago

deep-q-learning keon

453

1.3k

mit

63

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

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

This repository has been archived (exclude archived)

Created 2017-02-06

49 commits to master branch, last one 4 years 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

chainerrl chainer

226

1.2k

mit

71

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

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

Created 2017-01-30

3,471 commits to master branch, last one 3 years ago

Pytorch-Project-Template moemen95

191

857

mit

26

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

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

Created 2018-03-12

51 commits to master branch, last one 3 years ago

crypto-rl sadighian

232

822

unknown

54

Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent

Created 2018-06-21

200 commits to arctic-streaming-ticks-full 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

mushroom-rl MushroomRL

144

785

mit

24

Python library for Reinforcement Learning.

rl dqn sac ddpg trpo atari mujoco pytorch pybullet qlearning openai-gym deep-learning reinforcement-learning deep-reinforcement-learning

Created 2017-02-25

1,983 commits to dev branch, last one about a month ago

reinforcement-learning-algorithms TianhongDai

103

653

unknown

15

This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are st...

a2c dqn ppo sac ddpg trpo pytorch algorithm atari2600 dueling-dqn flappy-bird actor-critic deep-learning soft-actor-critic deep-reinforcement-learning proximal-policy-optimization trust-region-policy-optimization

Created 2018-01-13

25 commits to master branch, last one 3 years ago

autonomous-learning-library cpnota

72

642

mit

23

A PyTorch library for building deep reinforcement learning agents.

a2c dqn ppo sac ddpg dqn-pytorch deep-q-learning soft-actor-critic advantage-actor-critic reinforcement-learning deep-reinforcement-learning proximal-policy-optimization reinforcement-learning-algorithms deep-deterministic-policy-gradient

Created 2018-11-07

300 commits to develop branch, last one 3 months ago

Deep-Reinforcement-Learning-Algorithms Rafael1s

172

628

unknown

14

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

a2c dqn ppo sac td3 ddpg cartpole carracing lunarlander antbulletenv dqn-ppo-ddpg bipedalwalker github-udacity hopperbulletenv soft-actor-critic walker2dbulletenv deep-rl-algorithms halfcheetahbulletenv deep-reinforcement-learning

Created 2019-04-07

995 commits to master branch, last one 3 years ago

AIGames CharlesPikachu

188

590

mit

21

use AI to play some games.

ai dqn game algorithm deep-learning reinforcement-learning

Created 2018-08-18

90 commits to master branch, last one 3 years ago