reinforcement-learning-environments 开源项目推荐（731 个）

google-research /football

查看新游戏服务器：

sail-sg /envpool

用于一般RL环境的基于C++的高性能并行环境执行引擎（vectorized env）。

NVIDIA-NeMo /Gym

Evaluate and improve models and agents using environments

mila-iqia /babyai

BabyAI platform. A testbed for training agents to understand and execute language commands.

tkn-tub /ns3-gym

ns3-gym - The Playground for Reinforcement Learning in Networking Research

BYU-PCCL /holodeck

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

clvrai /furniture

IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks

dynamicslab /hydrogym

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

ClementPerroud /Gym-Trading-Env

A simple, easy, customizable Gymnasium environment for trading.

Grid2op /grid2op

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

jr-robotics /robo-gym

An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.

scaleapi /agentenv-framework

Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the environment, reproducibility, and more. There is no open source framework for building these environments effectively. Until now.

Oh-Sheet-Team /oh-sheet

Turn any song into playable piano sheet music. Paste a YouTube link or upload audio — get a PDF score. Open-source pipeline: Basic Pitch transcription, two-hand arrangement, RL-trained engraving.

Future-Power-Networks /MAPDN

This repository is for an open-source environment for multi-agent active voltage control on power distribution networks (MAPDN).

sotopia-lab /sotopia

Sotopia: an Open-ended Social Learning Environment (ICLR 2024 spotlight)

EMI-Group /evorl

EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learning (RL), Evolutionary Computation (EC), Evolution-guided Reinforcement Learning (ERL), AutoRL, and seamless integration with GPU-optimized simulation environments.

hud-evals /hud-python

RL environments + evals for AI agents. Define once, train anything.

kscalelabs /ksim-gym

K-Sim Gym: Making robots useful with RL. Built on top of K-Sim.

roboserg /RoboLeague

A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting.

asieradzk /RL_Matrix

Deep Reinforcement Learning in C#