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Reinforcement Learning Environments Python Packages

Python packages with the GitHub topic reinforcement-learning-environments. Sorted by relevance, with stars and monthly downloads.
hud-evals
hud-python

OSS RL environment + evals toolkit

66K 254 57
sail-sg
envpool

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

28K 1K 137
smly
riichienv

High-Performance Research Environment for Riichi Mahjong

14K 50 13
zombie-einstein
esquilax

JAX Multi-Agent RL, Neuro-Evolution, and A-Life Library

10K 14 0
jjshoots
pyflyt

UAV Flight Simulator for Reinforcement Learning Research

10K 238 44
Grid2op
grid2op

Grid2Op a testbed platform to model sequential decision making in power systems.

7K 429 144
zombie-einstein
bourse

Rust Market Simulation Library with a Python API

5K 23 1
simtopia
verbs

Ethereum ABM Library

4K 26 3
bark-simulator
bark-ml

Gym Environments and Agents for Autonomous Driving

4K 104 19
ugr-sail
sinergym

Gym environment for building simulation and control using reinforcement learning

3K 226 58
ClementPerroud
gym-trading-env

A simple, easy, customizable Gymnasium environment for trading.

2K 491 104
google-research
gfootball

Check out the new game server:

1K 4K 1K
sash-a
hrl-pybullet-envs

Locomotion HRL envs in pybullet

1K 5 0
scope-lab-vu
ns-gym

A simulation toolkit for non-stationary Markov decision processes

1K 11 2
epignatelli
helx

Interoperate among reinforcement learning libraries with jax, pytorch, gym and dm_env

974 9 6
unexploredtest
pynds

PyNDS: A Python Wrapper for the Nintendo DS Emulator

944 9 2
salesforce
ai-economist

Foundation: An Economics Simulation Framework

860 106 28
NVIDIA-NeMo
nemo-gym

Evaluate and improve models and agents using environments

821 902 143
aadimator
jaxarc

A High-Throughput JAX-native Environment for Abstraction and Reasoning Research

793 14 1
rdnfn
beobench

A toolkit providing easy and unified access to building control environments for reinforcement learning (RL) [No longer actively maintained]

732 42 3
mitrefireline
simfire

An open-source wildfire simulator written in Python and meant to be used to train reinforcement learning (RL) agents.

680 51 11
ConfeitoHS
arcle

An ARC Learning Environment built on Gymnasium

639 71 9
automl
dacbench

A benchmark library for Dynamic Algorithm Configuration.

615 36 17
dynamicslab
hydrogym

An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.

607 121 20
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