#Gym

Showing 44 of 44 repositories tagged #gym, ranked by stars

DLR-RM
DLR-RM
stable-baselines3

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

Score
100
โ˜… 13.5k โ‘‚ 2.2k +9/day
Python
Farama-Foundation
Farama-Foundation
Gymnasium

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

Score
89
โ˜… 12.1k โ‘‚ 1.4k +36/day
Python
vwxyzjn
vwxyzjn
cleanrl

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

Score
78
โ˜… 10.1k โ‘‚ 1.1k +17/day
Python
Snouzy
Snouzy
workout-cool

๐Ÿ‹ Modern open-source fitness coaching platform. Create workout plans, track progress, and access a comprehensive exercise database.

Score
0
โ˜… 8.1k โ‘‚ 694 +76/day
TypeScript
wger-project
wger-project
wger

Self hosted FLOSS fitness/workout, nutrition and weight tracker

Score
67
โ˜… 6.4k โ‘‚ 930 +53/day
Python
werner-duvaud
werner-duvaud
muzero-general

MuZero

Score
56
โ˜… 2.8k โ‘‚ 671 โ€”
Python
vietnh1009
vietnh1009
Super-mario-bros-PPO-pytorch

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

Score
44
โ˜… 1.3k โ‘‚ 240 โ€”
Python
NVIDIA-NeMo
NVIDIA-NeMo
Gym

Evaluate and improve models and agents using environments

Score
100
โ˜… 1.0k โ‘‚ 224 +14/day
Python
wger-project
wger-project
flutter

Flutter fitness/workout app for wger

Score
100
โ˜… 937 โ‘‚ 408 โ€”
Dart
deepdrive
deepdrive
deepdrive

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

Score
33
โ˜… 924 โ‘‚ 150 โ€”
Python
OpenRL-Lab
OpenRL-Lab
openrl

Unified Reinforcement Learning Framework

Score
0
โ˜… 838 โ‘‚ 83 +1/day
Python
ikostrikov
ikostrikov
jaxrl

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

Score
78
โ˜… 756 โ‘‚ 75 โ€”
Jupyter Notebook
Stable-Baselines-Team
Stable-Baselines-Team
stable-baselines3-contrib

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

Score
100
โ˜… 727 โ‘‚ 243 โ€”
Python
Purewhiter
Purewhiter
mobilegym

MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research ยท ๆต่งˆๅ™จ้‡Œ่ฟ่กŒ็š„ๅฎ‰ๅ“ๆจกๆ‹Ÿๅ™จ ยท Browser-hosted Android Simulator ยท Verifiable Evaluation ยท Scalable Online RL Training

Score
75
โ˜… 712 โ‘‚ 111 +4/day
Python
MorvanZhou
MorvanZhou
pytorch-A3C

Simple A3C implementation with pytorch + multiprocessing

Score
83
โ˜… 658 โ‘‚ 144 โ€”
Python
denisyarats
denisyarats
pytorch_sac

PyTorch implementation of Soft Actor-Critic (SAC)

Score
67
โ˜… 600 โ‘‚ 112 โ€”
Jupyter Notebook
medipixel
medipixel
rl_algorithms

Structural implementation of RL key algorithms

Score
22
โ˜… 517 โ‘‚ 63 โ€”
Python
axon-rl
axon-rl
gem

A Gym for Agentic LLMs

Score
50
โ˜… 500 โ‘‚ 33 +1/day
Python
ClementPerroud
ClementPerroud
Gym-Trading-Env

A simple, easy, customizable Gymnasium environment for trading.

Score
50
โ˜… 494 โ‘‚ 106 โ€”
Python
LiamMorrow
LiamMorrow
LiftLog

A cross platform app for tracking your lifts in the gym

Score
50
โ˜… 487 โ‘‚ 75 +13/day
TypeScript
RLE-Foundation
RLE-Foundation
rllte

Long-Term Evolution Project of Reinforcement Learning

Score
61
โ˜… 470 โ‘‚ 90 โ€”
Python
RLE-Foundation
RLE-Foundation
RLeXplore

RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).

Score
56
โ˜… 465 โ‘‚ 23 โ€”
Jupyter Notebook
SforAiDl
SforAiDl
genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

Score
0
โ˜… 412 โ‘‚ 58 โ€”
Python
brandonp2412
brandonp2412
Flexify

๐Ÿ’ช Track your gym progress and flex on people

Score
25
โ˜… 400 โ‘‚ 38 +4/day
Dart
krumiaa
krumiaa
MindMaker

MindMaker UE4 Machine Learning Toolkit

Score
44
โ˜… 274 โ‘‚ 32 โ€”
Python
gsurma
gsurma
atari

AI research environment for the Atari 2600 games ๐Ÿค–.

Score
50
โ˜… 263 โ‘‚ 73 โ€”
Python
hugocen
hugocen
freqtrade-gym

A customized gym environment for developing and comparing reinforcement learning algorithms in crypto trading.

Score
100
โ˜… 229 โ‘‚ 44 โ€”
Python
Naton1
Naton1
osrs-pvp-reinforcement-learning

Train a neural network to PvP in Old School RuneScape using reinforcement learning.

Score
39
โ˜… 167 โ‘‚ 64 โ€”
Java
vivek3141
vivek3141
super-mario-neat

This program evolves an AI using the NEAT algorithm to play Super Mario Bros.

Score
28
โ˜… 105 โ‘‚ 20 โ€”
Python
stillonearth
stillonearth
bevy_rl

Reinforcement Learning environments with Bevy

Score
0
โ˜… 101 โ‘‚ 3 +1/day
Rust
qlan3
qlan3
Explorer

Explorer is a PyTorch reinforcement learning framework for exploring new ideas.

Score
94
โ˜… 98 โ‘‚ 14 โ€”
Python
bzier
bzier
gym-mupen64plus

An OpenAI Gym environment wrapper for the Mupen64Plus N64 emulator

Score
33
โ˜… 96 โ‘‚ 39 โ€”
Python
pyrddlgym-project
pyrddlgym-project
pyRDDLGym

A toolkit for auto-generation of OpenAI Gym environments from RDDL description files.

Score
100
โ˜… 93 โ‘‚ 23 โ€”
Python
gsurma
gsurma
slitherin

AI research environment for the game of Snake ๐Ÿ .

Score
11
โ˜… 92 โ‘‚ 25 โ€”
Python
igilitschenski
igilitschenski
multi_car_racing

An OpenAI Gym environment for multi-agent car racing based on Gym's original car racing environment.

Score
72
โ˜… 91 โ‘‚ 27 โ€”
Python
strakam
strakam
generals-bots

Develop your agent for generals.io!

Score
89
โ˜… 91 โ‘‚ 16 +1/day
Python
denisyarats
denisyarats
proto

Proto-RL: Reinforcement Learning with Prototypical Representations

Score
22
โ˜… 87 โ‘‚ 13 +1/day
Python
mymusise
mymusise
Trading-Gym

A Trading environment base on Gym

Score
0
โ˜… 83 โ‘‚ 24 โ€”
Python
NickKaparinos
NickKaparinos
OpenAI-Gym-Projects

OpenAI Gym environment solutions using Deep Reinforcement Learning.

Score
17
โ˜… 80 โ‘‚ 11 โ€”
Python
sdsubhajitdas
sdsubhajitdas
Rocket_Lander_Gym

๐Ÿ’ฅ๐Ÿ’ฅ This is a easy installable extension for OpenAi Gym Environment. This simulates SpaceX Falcon landing.

Score
6
โ˜… 59 โ‘‚ 5 โ€”
Python
dellalibera
dellalibera
gym-backgammon

Backgammon OpenAI Gym

Score
11
โ˜… 58 โ‘‚ 16 โ€”
Python
zupzup
zupzup
reactgym

Workout-Tracking app built in ES6 using react, flux and ImmutableJS

Score
0
โ˜… 37 โ‘‚ 14 โ€”
JavaScript
DHDev0
DHDev0
Muzero-unplugged

Pytorch Implementation of MuZero Unplugged for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.

Score
0
โ˜… 35 โ‘‚ 4 โ€”
Python
diovisgood
diovisgood
intraday

Gym environment which simulates intraday trading

Score
0
โ˜… 28 โ‘‚ 9 โ€”
Python
Related Topics
#reinforcement-learning#deep-learning#machine-learning#pytorch#python#rl#deep-reinforcement-learning#openai#neural-network#ai#robotics#ppo

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