101 results found Sort:

datawhalechina
easy-rl datawhalechina
1.9k
9.8k
other
80
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
1,194 commits to master branch, last one about a month ago
MorvanZhou
Reinforcement-learning-with-tensorflow MorvanZhou
5.0k
9.0k
mit
290
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
a3c dqn ppo ddpg sarsa tutorial double-dqn q-learning dueling-dqn actor-critic sarsa-lambda deep-q-network policy-gradient machine-learning prioritized-replay tensorflow-tutorials reinforcement-learning proximal-policy-optimization deep-deterministic-policy-gradient asynchronous-advantage-actor-critic
Created 2017-05-06
114 commits to master branch, last one 2 years ago
MorvanZhou
PyTorch-Tutorial MorvanZhou
3.1k
8.2k
mit
214
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
thu-ml
tianshou thu-ml
1.1k
8.1k
mit
94
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
842 commits to master branch, last one 10 days ago
tensorlayer
TensorLayer tensorlayer
1.6k
7.3k
other
459
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
udacity
deep-reinforcement-learning udacity
2.3k
4.9k
mit
179
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 3 years ago
MorvanZhou
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 4 years ago
andri27-ts
Reinforcement-Learning andri27-ts
623
4.2k
mit
246
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
sweetice
Deep-reinforcement-learning-with-pytorch sweetice
858
4.0k
mit
36
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
AI4Finance-Foundation
ElegantRL AI4Finance-Foundation
852
3.8k
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
2,833 commits to master branch, last one about a month ago
rlcode
reinforcement-learning rlcode
734
3.4k
mit
129
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 7 years ago
ShangtongZhang
DeepRL ShangtongZhang
688
3.2k
mit
90
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 8 months ago
PaddlePaddle
awesome-DeepLearning PaddlePaddle
842
3.2k
apache-2.0
111
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 11 months ago
seungeunrho
minimalRL seungeunrho
462
2.9k
mit
50
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
tensorflow
agents tensorflow
720
2.8k
apache-2.0
81
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
2,308 commits to master branch, last one 9 days ago
AminHP
gym-anytrading AminHP
475
2.2k
mit
88
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 about a year ago
golbin
TensorFlow-Tutorials golbin
995
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
Curt-Park
rainbow-is-all-you-need Curt-Park
336
1.9k
mit
27
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
115 commits to master branch, last one about a month ago
carpedm20
deep-rl-tensorflow carpedm20
396
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
keon
deep-q-learning keon
453
1.3k
mit
64
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
kengz
SLM-Lab kengz
266
1.3k
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
chainer
chainerrl chainer
225
1.2k
mit
70
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
moemen95
Pytorch-Project-Template moemen95
192
881
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
sadighian
crypto-rl sadighian
237
864
unknown
54
Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent
dqn hft arctic bitcoin mongodb trading bitfinex coinbase recorder orderbook tick-data tickstore order-book coinbase-pro multithreading multiprocessing cryptocurrencies limit-order-book trading-algorithms deep-reinforcement-learning
Created 2018-06-21
200 commits to arctic-streaming-ticks-full branch, last one 3 years ago
MushroomRL
mushroom-rl MushroomRL
149
825
mit
23
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
1,991 commits to dev branch, last one 25 days ago
jingweiz
pytorch-rl jingweiz
143
798
mit
24
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
Rafael1s
Deep-Reinforcement-Learning-Algorithms Rafael1s
194
781
unknown
15
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
agi-brain
xuance agi-brain
112
682
mit
12
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
a2c dqn mpe ppo ddpg qmix atari mappo maddpg magent mujoco pytorch mindspore starcraft2 tensorflow2 decision-making reinforcement-learning google-research-football reinforcement-learning-library multi-agent-reinforcement-learning
Created 2023-05-21
1,462 commits to master branch, last one 14 hours ago
TianhongDai
reinforcement-learning-algorithms TianhongDai
109
670
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
cpnota
autonomous-learning-library cpnota
72
647
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 9 months ago