Farama-Foundation/CrowdPlay

Stars
26
Rank 901,428 (Top 19 %)
Language
Jupyter Notebook
License
MIT License
Created about 2 years ago
Updated 9 months ago

Farama-Foundation/CrowdPlay

Farama-Foundation

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

A web based platform for collecting human actions in reinforcement learning environments

Gymnasium

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

PettingZoo

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

HighwayEnv

A minimalist environment for decision-making in autonomous driving

Arcade-Learning-Environment

The Arcade Learning Environment (ALE) -- a platform for AI research.

Minigrid

Simple and easily configurable grid world environments for reinforcement learning

ViZDoom

Reinforcement Learning environments based on the 1993 game Doom :godmode:

chatarena

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

D4RL

A collection of reference environments for offline reinforcement learning

Metaworld

Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning

Miniworld

Simple and easily configurable 3D FPS-game-like environments for reinforcement learning

Gymnasium-Robotics

A collection of robotics simulation environments for reinforcement learning

SuperSuit

A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers

MicroRTS

A simple and highly efficient RTS-game-inspired environment for reinforcement learning

miniwob-plusplus

MiniWoB++: a web interaction benchmark for reinforcement learning

MO-Gymnasium

Multi-objective Gymnasium environments for reinforcement learning

Minari

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

MicroRTS-Py

A simple and highly efficient RTS-game-inspired environment for reinforcement learning (formerly Gym-MicroRTS)

D4RL-Evaluations

MAgent2

An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments

stable-retro

Retro games for Reinforcement Learning

Shimmy

An API conversion tool for popular external reinforcement learning environments

AutoROM

A tool to automate installing Atari ROMs for the Arcade Learning Environment

gym-examples

Example code for the Gym documentation

Jumpy

On-the-fly conversions between Jax and NumPy tensors

gym-docs

Code for Gym documentation website

Procgen2

Fast and procedurally generated side-scroller-game-like graphical environments (formerly Procgen)

momaland

Benchmarks for Multi-Objective Multi-Agent Decision Making

TinyScaler

A small and fast image rescaling library with SIMD support

rlay

A relay between Gymnasium and any software

gymnasium-env-template

A template gymnasium environment for users to build upon

farama.org

A2Perf

A2Perf is a benchmark for evaluating agents on sequential decision problems that are relevant to the real world. This repository contains code for running and evaluating participant's submissions on the benchmark platform.

gym-notices

Celshast

MPE2

Farama-Notifications

Allows for providing notifications on import to all Farama Packages

a2perf-benchmark-submission

a2perf-web-nav

a2perf-quadruped-locomotion

a2perf-reliability-metrics

a2perf-code-carbon

Jupyter Notebook