Discover Farama-Foundation/gym-notices Open Source project

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Python
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MIT License
Created almost 3 years ago
Updated almost 2 years ago

Farama-Foundation

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

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

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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.

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D4RL

A collection of reference environments for offline reinforcement learning

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Metaworld

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

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Miniworld

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

Python

683

Gymnasium-Robotics

A collection of robotics simulation environments for reinforcement learning

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489

SuperSuit

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

Python

449

MO-Gymnasium

Multi-objective Gymnasium environments for reinforcement learning

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282

miniwob-plusplus

MiniWoB++: a web interaction benchmark for reinforcement learning

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276

MicroRTS

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

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271

Minari

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

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268

MicroRTS-Py

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

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219

MAgent2

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

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stable-retro

Retro games for Reinforcement Learning

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Shimmy

An API conversion tool for popular external reinforcement learning environments

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AutoROM

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

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gym-examples

Example code for the Gym documentation

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momaland

Benchmarks for Multi-Objective Multi-Agent Decision Making

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Jumpy

On-the-fly conversions between Jax and NumPy tensors

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gym-docs

Code for Gym documentation website

Procgen2

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

C++

CrowdPlay

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

Jupyter Notebook

TinyScaler

A small and fast image rescaling library with SIMD support

minari-dataset-generation-scripts

Scripts to recreate the D4RL datasets with Minari

Python

rlay

A relay between Gymnasium and any software

Rust

gymnasium-env-template

A template gymnasium environment for users to build upon

Jinja

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.

Python

farama.org

HTML

Celshast

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MPE2

A set of communication oriented environments

Python

Farama-Notifications

Allows for providing notifications on import to all Farama Packages

Python

a2perf-circuit-training

Python

a2perf-benchmark-submission

Python

a2perf-web-nav

HTML

a2perf-quadruped-locomotion

Python

a2perf-reliability-metrics

Python

a2perf-code-carbon

Jupyter Notebook

Farama-Foundation/gym-notices

Farama-Foundation

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