Search Results - RepositoryStats

1.1k

8.0k

mit

93

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

838 commits to master branch, last one 25 days ago

Deep-reinforcement-learning-with-pytorch sweetice

852

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

ElegantRL AI4Finance-Foundation

851

3.8k

other

50

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

2,832 commits to master branch, last one 12 hours ago

minimalRL seungeunrho

464

2.9k

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

DRL-Pytorch XinJingHao

172

1.4k

unknown

9

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

asl c51 ppo sac td3 ddpg pytorch double-dqn q-learning dueling-dqn noisynet-dqn categorical-dqn machine-learning reinforcement-learning deep-reinforcement-learning prioritized-experience-replay

Created 2021-11-14

104 commits to main branch, last one 29 days ago

SLM-Lab kengz

267

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

mushroom-rl MushroomRL

148

823

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

1,990 commits to dev branch, last one about a month ago

Deep-Reinforcement-Learning-Algorithms Rafael1s

189

707

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

reinforcement-learning-algorithms TianhongDai

110

666

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

646

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 8 months ago

jaxrl ikostrikov

69

631

mit

12

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

gym jax sac flax deep-learning soft-actor-critic behavioral-cloning continuous-control reinforcement-learning deep-reinforcement-learning batch-reinforcement-learning offline-reinforcement-learning deep-deterministic-policy-gradient

Created 2021-01-16

133 commits to main branch, last one 2 years ago

DeepRL-TensorFlow2 marload

141

602

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

pytorch_sac denisyarats

103

515

mit

6

PyTorch implementation of Soft Actor-Critic (SAC)

gym sac d4pg mujoco pytorch dm-control actor-critic deep-learning soft-actor-critic continuous-control reinforcement-learning deep-reinforcement-learning

Created 2020-01-22

27 commits to master branch, last one 3 years ago

deep_rl dongminlee94

61

490

mit

13

PyTorch implementation of deep reinforcement learning algorithms

a2c dqn npg ppo sac td3 vpg ddpg ddqn trpo pytorch sac-aea model-free-rl deep-reinforcement-learning

Created 2019-09-17

366 commits to main branch, last one 3 years ago

RLs StepNeverStop

93

449

apache-2.0

18

Reinforcement Learning Algorithms Based on PyTorch

gym sac pytorch unity3d ml-agents training-agents reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithm

Created 2019-04-25

633 commits to master branch, last one 3 years ago

drq denisyarats

52

406

mit

13

DrQ: Data regularized Q

rl drq gym sac pixel mujoco python control pytorch dm-control model-free off-policy actor-critic deep-learning soft-actor-crit data-augmentation reinforcement-learning deep-reinforcement-learning

Created 2020-04-29

14 commits to master branch, last one 3 years ago

rad MishaLaskin

71

401

unknown

15

RAD: Reinforcement Learning with Augmented Data

Created 2020-04-09

23 commits to master branch, last one 3 years ago

machin iffiX

51

401

mit

4

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

dqn ppo sac td3 ddpg python pytorch a3c-pytorch distributed deep-learning pytorch-lightning reinforcement-learning prioritized-experience-replay pytorch-reinforcement-learning

Created 2020-06-07

436 commits to master branch, last one 3 years ago

lagom zuoxingdong

30

373

mit

16

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Created 2017-12-21

703 commits to master branch, last one 4 years ago

Deep-Reinforcement-Learning-With-Python sudharsan13296

125

350

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

pomdp-baselines twni2016

40

307

mit

5

Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022

sac td3 pomdp meta-rl pytorch robust-rl discrete-sac generalization credit-assignment recurrent-neural-networks deep-reinforcement-learning

Created 2021-10-09

97 commits to main branch, last one about a year ago

TF2-RL anita-hu

68

300

mit

6

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

dqn ppo sac ddpg ae-ddpg openai-gym tensorboard tensorflow2 reinforcement-learning

Created 2020-01-22

51 commits to master branch, last one 2 years ago

RLcycle cyoon1729

63

299

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 9 months ago

Soft-Actor-Critic-and-Extensions BY571

32

271

mit

6

PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.

sac d2rl pytorch continuous munchausen multi-environment soft-actor-critic parallel-computing actor-critic-algorithm reinforcement-learning emphasizing-recent-experience prioritized-experience-replay munchausen-reinforcement-learning reinforcement-learning-algorithms

Created 2020-02-20

58 commits to master branch, last one 3 years ago

torchrl RchalYang

21

215

unknown

4

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

dqn gym ppo sac td3 ddpg trpo mujoco pytorch algorithm policy-agent rl-algorithms reinforcement-learning

Created 2018-12-22

239 commits to master branch, last one 2 years ago

DRL-for-Path-Planning zhaohaojie1998

23

208

unknown

3

深度强化学习路径规划, SAC-Auto路径规划, Soft Actor-Critic算法, SAC-pytorch，激光雷达Lidar避障，激光雷达仿真模拟，Adaptive-SAC

sac lidar sac-auto drl-pytorch sac-pytorch path-planning gym-environment lidar-simulation drl-path-planning sac-path-planning soft-actor-critic obstacles-avoidance path-planning-environment

Created 2023-05-18

132 commits to master branch, last one 5 months ago

RL_Matrix asieradzk

7

175

other

13

Deep Reinforcement Learning in C#

dqn ppo sac gail dotnet cartpole gail-ppo multi-agent deep-learning machine-learning multi-environment soft-actor-critic reinforcement-learning deep-reinforcement-learning proximal-policy-optimization reinforcement-learning-agent reinforcement-learning-algorithms multi-agent-reinforcement-learning reinforcement-learning-environments

Created 2023-08-15

77 commits to master branch, last one about a month ago

FSRL liuzuxin

26

165

mit

4

🚀 A fast safe reinforcement learning library in PyTorch

cpo ppo sac cvpo trpo library pytorch safe-rl robotics trustworthy-ai decision-making safety-critical reinforcement-learning

Created 2023-05-07

15 commits to main branch, last one about a month ago

CQL BY571

23

123

unknown

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PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and continuous action spaces.

dqn sac pytorch discrete-sac machine-learning pytorch-implementation offline-reinforcement-learning reinforcement-learning-algorithms

Created 2021-08-23

35 commits to main branch, last one about a year ago

sunrise pokaxpoka

30

119

unknown

6

SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning

rl sac mujoco rainbow codebase dm-control model-free off-policy deep-learning deep-q-network deep-q-learning soft-actor-critic deep-neural-networks reinforcement-learning deep-reinforcement-learning

Created 2020-07-02

7 commits to master branch, last one 3 years ago