#Mujoco

Showing 23 of 23 repositories tagged #mujoco, ranked by stars

thu-ml
thu-ml
tianshou

An elegant PyTorch deep reinforcement learning library.

Score
100
★ 10.8k ⑂ 1.3k +25/day
Python
google-deepmind
google-deepmind
dm_control

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

Score
100
★ 4.6k ⑂ 758
Python
ikostrikov
ikostrikov
pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

Score
69
★ 3.9k ⑂ 843
Python
opendilab
opendilab
DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

Score
75
★ 3.6k ⑂ 436 +3/day
Python
enactic
enactic
openarm

A fully open-source humanoid arm for physical AI research and deployment in contact-rich environments.

Score
92
★ 2.7k ⑂ 297 +14/day
MDX
kevinzakka
kevinzakka
mink

Python inverse kinematics based on MuJoCo.

Score
50
★ 1.4k ⑂ 110 +10/day
Python
MyoHub
MyoHub
myosuite

MyoSuite is a collection of environments/tasks to be solved by musculoskeletal models simulated with the MuJoCo physics engine and wrapped in the OpenAI gym API.

Score
85
★ 1.2k ⑂ 169 +3/day
Python
rl-tools
rl-tools
rl-tools

The Fastest Deep Reinforcement Learning Library

Score
77
★ 1.0k ⑂ 59 +5/day
C++
Farama-Foundation
Farama-Foundation
Gymnasium-Robotics

A collection of robotics simulation environments for reinforcement learning

Score
0
★ 939 ⑂ 136 +7/day
Python
MushroomRL
MushroomRL
mushroom-rl

Python library for Reinforcement Learning.

Score
25
★ 937 ⑂ 162 +1/day
Python
OpenRL-Lab
OpenRL-Lab
openrl

Unified Reinforcement Learning Framework

Score
0
★ 838 ⑂ 83 +1/day
Python
PaulDanielML
PaulDanielML
MuJoCo_RL_UR5

A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.

Score
54
★ 681 ⑂ 69
Python
denisyarats
denisyarats
pytorch_sac

PyTorch implementation of Soft Actor-Critic (SAC)

Score
46
★ 600 ⑂ 112
Jupyter Notebook
TuragaLab
TuragaLab
flybody

MuJoCo fruit fly body model and locomotion RL tasks

Score
62
★ 527 ⑂ 66 +1/day
Python
zuoxingdong
zuoxingdong
lagom

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

Score
38
★ 378 ⑂ 31
Jupyter Notebook
mujocolab
mujocolab
mjviser

Web-based MuJoCo viewer powered by Viser

Score
100
★ 224 ⑂ 11 +6/day
Python
cmjang
cmjang
mjlab-skillkit

AI coding skill kit for IsaacLab migration and mjlab-native development

Score
0
★ 95 ⑂ 6
Shell
denisyarats
denisyarats
proto

Proto-RL: Reinforcement Learning with Prototypical Representations

Score
23
★ 87 ⑂ 13 +1/day
Python
henry-prior
henry-prior
jax-rl

JAX implementations of core Deep RL algorithms

Score
15
★ 84 ⑂ 9
Python
NickKaparinos
NickKaparinos
OpenAI-Gym-Projects

OpenAI Gym environment solutions using Deep Reinforcement Learning.

Score
8
★ 80 ⑂ 11
Python
dvalenciar
dvalenciar
ReinforceUI-Studio

ReinforceUI-Studio. A Python-based application designed to simplify the configuration and monitoring of RL training processes. Supporting MuJoCo, OpenAI Gymnasium, and DeepMind Control Suite. Algorithms included: CTD4, DDPG, DQN, PPO, SAC, TD3, TQC

Score
0
★ 79 ⑂ 3
Python
mathworks-robotics
mathworks-robotics
mujoco-simulink-blockset

Blocks for accessing MuJoCo physics engine within Simulink

Score
31
★ 79 ⑂ 10 +1/day
C++
JamieMair
JamieMair
MuJoCo.jl

Julia bindings and visualiser for the MuJoCo physics engine.

Score
0
★ 66 ⑂ 7
Julia
Related Topics
#reinforcement-learning#deep-learning#pytorch#robotics#sac#deep-reinforcement-learning#python#atari#machine-learning#soft-actor-critic#simulation#gym

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