Search Results - RepositoryStats

1.6k

8.2k

mit

61

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

gym sb3 sde gsde openai python pytorch toolbox robotics baselines machine-learning stable-baselines reinforcement-learning reinforcement-learning-algorithms

Created 2020-05-05

847 commits to master branch, last one 6 days ago

Gymnasium Farama-Foundation

701

6.1k

mit

40

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

api gym reinforcement-learning

Created 2022-09-08

2,316 commits to main branch, last one 10 hours ago

cleanrl vwxyzjn

549

4.7k

other

35

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

a2c ale gym ppo atari wandb python pytorch actor-critic deep-learning machine-learning advantage-actor-critic phasic-policy-gradient reinforcement-learning deep-reinforcement-learning proximal-policy-optimization

Created 2019-06-07

828 commits to master branch, last one 3 days ago

wger wger-project

545

2.9k

agpl-3.0

70

Self hosted FLOSS fitness/workout, nutrition and weight tracker

gym django python fitness workout self-hosted hacktoberfest

Created 2013-01-19

7,439 commits to master branch, last one 15 hours ago

PettingZoo Farama-Foundation

397

2.4k

other

20

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

api gym gymnasium reinforcement-learning multiagent-reinforcement-learning multi-agent-reinforcement-learning

Created 2020-01-20

4,575 commits to master branch, last one about a month ago

muzero-general werner-duvaud

598

2.4k

mit

75

MuZero

rl gym mcts muzero alphago python3 pytorch alphazero tensorboard deep-learning self-learning model-based-rl muzero-general neural-network machine-learning residual-network reinforcement-learning monte-carlo-tree-search deep-reinforcement-learning

Created 2019-12-27

132 commits to master branch, last one 2 years ago

Minigrid Farama-Foundation

593

2.0k

other

39

Simple and easily configurable grid world environments for reinforcement learning

gym gridworld-environment

Created 2017-12-13

627 commits to master branch, last one 7 days ago

rl-baselines3-zoo DLR-RM

485

1.9k

mit

22

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

rl gym lab sde openai pytorch pybullet robotics optimization stable-baselines hyperparameter-search hyperparameter-tuning pybullet-environments reinforcement-learning tuning-hyperparameters deep-reinforcement-learning hyperparameter-optimization

Created 2020-05-05

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

gym-pybullet-drones utiasDSL

332

1.1k

mit

17

PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

gym uav sitl control pybullet robotics crazyflie gymnasium quadrotor betaflight quadcopter multi-agent stable-baselines3 reinforcement-learning

Created 2020-08-10

797 commits to main branch, last one 11 days ago

rl-baselines-zoo araffin

205

1.1k

mit

32

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

rl gym zoo openai pybullet openai-gym optimization hyperparameters stable-baselines hyperparameter-search hyperparameter-tuning reinforcement-learning hyperparameter-optimization

Created 2018-10-31

237 commits to master branch, last one 3 years ago

Super-mario-bros-PPO-pytorch uvipen

193

1.1k

mit

28

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

ai gym ppo ppo2 mario openai python python3 pytorch openai-gym deep-learning super-mario-bros reinforcement-learning proximal-policy-optimization

Created 2019-10-02

9 commits to master branch, last one 2 years ago

envpool sail-sg

89

1.0k

apache-2.0

23

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

gym box2d cpp17 dm-env mujoco vizdoom pybind11 robotics dm-control threadpool atari-games lock-free-queue parallel-processing reinforcement-learning high-performance-computing reinforcement-learning-environments

Created 2021-10-20

182 commits to main branch, last one 7 months 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

CORL tinkoff-ai

113

989

apache-2.0

15

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

gym d4rl reinforcement-learning offline-reinforcement-learning

This repository has been archived (exclude archived)

Created 2022-09-23

44 commits to main branch, last one 10 months ago

LightZero opendilab

84

910

apache-2.0

11

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios

Created 2022-10-08

144 commits to main branch, last one 17 days ago

deepdrive deepdrive

148

877

other

61

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

gym python vision control simulation tensorflow competition sensorimotor deep-learning unreal-engine self-driving-car transfer-learning reinforcement-learning deep-reinforcement-learning

Created 2017-11-21

831 commits to master branch, last one 3 years ago

rl-book ZhiqingXiao

319

849

unknown

27

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

gym python pytorch openai-gym tensorflow tensorflow2 reinforcement-learning deep-reinforcement-learning

Created 2019-01-25

118 commits to master branch, last one 2 months ago

sumo-rl LucasAlegre

182

644

mit

11

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

gym sumo python gym-env gymnasium pettingzoo rl-algorithms machine-learning reinforcement-learning traffic-signal-control deep-reinforcement-learning

Created 2018-12-10

212 commits to main branch, last one 16 days ago

robotics-rl-srl araffin

90

597

mit

30

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

arm gym kuka state pytorch pybullet robotics baselines baxter-robot reinforcement-learning representation-learning

Created 2018-01-18

962 commits to master branch, last one 3 years ago

jaxrl ikostrikov

62

595

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 about a year ago

pytorch-A3C MorvanZhou

142

585

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

openrl OpenRL-Lab

59

582

apache-2.0

8

Unified Reinforcement Learning Framework

gym llm atari mujoco game-ai pytorch embodied robotics autodrive gymnasium embodied-ai llm-as-agent self-playing mcts-algorithm reinforcement-learning google-research-football distributed-reinforcement-learning multi-agent-reinforcement-learning

Created 2023-04-12

679 commits to main branch, last one 7 days ago

safe-control-gym utiasDSL

118

540

mit

9

PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL

gym casadi safety control cartpole pybullet robotics symbolic quadrotor quadcopter robustness reinforcement-learning

Created 2021-08-04

513 commits to main branch, last one 10 days ago

ma-gym koulanurag

95

535

apache-2.0

7

A collection of multi agent environments based on OpenAI gym.

gym openai-gym environment multi-agent collaborative reinforcement-learning

Created 2019-06-10

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

AgileRL AgileRL

38

506

apache-2.0

7

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.

Created 2023-03-01

1,426 commits to main branch, last one 6 days ago

rl_algorithms medipixel

63

499

mit

11

Structural implementation of RL key algorithms

dqn gym python3 pytorch deep-learning policy-gradient reinforcement-learning

Created 2018-12-10

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

pytorch_sac denisyarats

101

473

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

flutter wger-project

223

468

agpl-3.0

13

Flutter fitness/workout app for wger

gym dart wger fitness flutter workout hacktoberfest

Created 2020-09-12

2,485 commits to master branch, last one 2 days ago

rllte RLE-Foundation

83

445

mit

55

Long-Term Evolution Project of Reinforcement Learning

gym ppo drq-v2 procgen pybullet robotics huggingface augmentation deep-learning intrinsic-reward machine-learning long-term-project benchmark-framework deepmind-control-suite phasic-policy-gradient reinforcement-learning

Created 2023-01-19

701 commits to main branch, last one 19 days ago

RLs StepNeverStop

96

445

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 2 years ago