PyRank
  • Insights
  • PyPI
  • GitHub
  • Search
  • Compare
  • Advisories
  • Ecosystem
  • About

Gym Environment Python Packages

Python packages with the GitHub topic gym-environment. Sorted by relevance, with stars and monthly downloads.
Farama-Foundation
shimmy

An API conversion tool for popular external reinforcement learning environments

315K 209 24
yhs0602
craftground

⚡⚡ Lightning Fast (~300TPS) Reinforcement Learning environment on latest Minecraft 🏝️

14K 63 3
eleurent
highway-env

A minimalist environment for decision-making in autonomous driving

12K 3K 875
datamllab
rlcard

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

11K 3K 743
proroklab
vmas

VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

4K 566 109
Cognitive-AI-Systems
pogema

[ICLR-2025] POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specifically designed to be flexible, tunable and scalable. It can be tailored to a variety of PO-MAPF / MAPF settings.

3K 288 37
yannbouteiller
rtgym

Easily implement custom Gymnasium environments for real-time applications

2K 103 6
ClementPerroud
gym-trading-env

A simple, easy, customizable Gymnasium environment for trading.

2K 491 104
lucas-emery
rlgym

A Gym-like environment for Reinforcement Learning in Rocket League

1K 237 55
EvolutionGym
evogym

A large-scale benchmark for co-optimizing the design and control of soft robots, as seen in NeurIPS 2021.

1K 253 43
WoodOxen
tactics2d

Tactics2D: A Reinforcement Learning Environment Library with Generative Scenarios for Driving Decision-making

915 272 33
lucas-emery
rlgym-api

A Gym-like environment for Reinforcement Learning in Rocket League

889 237 55
upb-lea
gym-electric-motor

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

886 405 83
lucas-emery
rlgym-rocket-league

A Gym-like environment for Reinforcement Learning in Rocket League

848 237 55
RatInABox-Lab
ratinabox

A python package for simulating movement and spatial cell types (e.g. place cells, grid cells) in continuous environments.

835 255 52
adeotti
gymnasium-sudoku

Gymnasium-based Sudoku environment for reinforcement learning research/experiments

780 8 3
akshilpatel
tile-match-gym

Tile matching gym environment for reinforcement learning research.

617 0 0
LoopMind-AI
loopquest

A Production Tool for Embodied AI

579 29 1
MarcoMeter
memory-gym

A gym that contains the memory benchmarks Mortar Mayhem, Mystery Maze and Searing Spotlights

562 113 3
christianhidber
easyagents

Reinforcement Learning for Practitioners.

526 36 18
ahmedheakl
highrl

A library for training robots using RL under the scheme of multi-level RL.

493 10 0
Talendar
flappy-bird-gym

An OpenAI Gym environment for the Flappy Bird game

483 133 96
FranckNdame
drlkit

A High Level Python Deep Reinforcement Learning library. Great for beginners, for prototyping and quickly comparing algorithms

475 32 0
rwightman
bbs-gym

Terminal-agent that sprees through BBS doors, TUIs, and text worlds.

438 5 0
    • Data from PyPI, GitHub, ClickHouse, and BigQuery