PyPI Stats
  • Insights
  • PyPI
  • GitHub
  • Search
  • Compare
  • Advisories
  • Ecosystem
  • About
Home

Search Packages

Find Python packages by name, description, GitHub topic, or filter by metrics
Farama-Foundation
pettingzoo

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

338K 3K 484
Farama-Foundation
shimmy

An API conversion tool for popular external reinforcement learning environments

335K 208 24
Toni-SM
skrl

Modular Reinforcement Learning (RL) library (implemented in PyTorch, JAX, and NVIDIA Warp) with support for Gymnasium/Gym, NVIDIA Isaac Lab, MuJoCo Playground and other environments

73K 1K 141
Farama-Foundation
gymnasium-robotics

A collection of robotics simulation environments for reinforcement learning

41K 895 135
Farama-Foundation
minari

A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities

27K 510 63
yhs0602
craftground

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

17K 62 3
Farama-Foundation
mo-gymnasium

Multi-objective Gymnasium environments for reinforcement learning

13K 380 53
NextStat
nextstat

High-performance statistical inference engine — MLE, Bayesian, survival, GLM, time series. Rust core with Python bindings.

7K 11 0
farama-foundation
stable-retro

Retro games for Reinforcement Learning Research

6K 369 68
HumanCompatibleAI
imitation

Clean PyTorch implementations of imitation and reward learning algorithms

5K 2K 302
LucasAlegre
sumo-rl

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

3K 1K 259
lucadellalib
actorch

Deep reinforcement learning framework for fast prototyping based on PyTorch

3K 14 0
cpohagwu
crosslearn

Reusable representation extractors for reinforcement learning across vectors, images, and Chronos-backed time-series windows.

2K 2 0
pyrddlgym-project
pyrddlgym

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

2K 93 23
ccnets-team
remoterl

RemoteRL: high-performance command-line & Python client with pre-compiled native wheels for remote reinforcement-learning workloads.

2K 3 0
UniEnvOrg
unienv

Framework unifying robot environments and data APIs

1K 0 0
yannbouteiller
rtgym

Easily implement custom Gymnasium environments for real-time applications

1K 101 6
maruyamakoju
deltatau-audit

Time Robustness Audit for RL agents — measures timing reliance, deployment robustness, and stress resilience

1K 1 0
adeotti
gymnasium-sudoku

A Sudoku environment for Reinforcement Learning research

936 8 4
pyrddlgym-project
rddlrepository

Hosts domain and instance RDDL files, covering problems from a wide range of disciplines, integration with the pyRDDLGym ecosystem.

896 12 5
OpenRL-Lab
openrl

unified reinforcement learning framework

895 829 81
stefanbschneider
mobile-env

An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.

636 152 31
scope-lab-vu
ns-gym

A framework for modeling non-stationary Markov decision processes and the key decision making problems in these environments

610 11 2
alexpalms
containerl

Toolkit to package and deploy reinforcement learning environments and agents inside reproducible containers

582 3 0
    • Data from PyPI, GitHub, ClickHouse, and BigQuery