reinforcement-learning-environments

google-research / football

Check out the new game server:

翻译 - 签出新的游戏服务器：

reinforcement-learning reinforcement-learning-environments

Python 3.41 k

7 个月前

sail-sg / envpool

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

翻译 - 用于通用 RL 环境的基于 C++ 的高性能并行环境执行引擎。

reinforcement-learning parallel-processing C++pybind11 reinforcement-learning-environments threadpool atari-games vizdoom gym high-performance-computing mujoco box2d dm-control Robotics

C++ 1.14 k

8 个月前

salesforce / ai-economist

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcemen...

翻译 - Foundation是一个灵活，模块化且可组合的框架，用于与代理商和政府一起对社会经济行为和动态进行建模。该框架可与AI学习者（https://www.einstein.ai/the-ai-economist）所做的强化学习一起使用，以学习最佳的经济政策。

人工智能机器学习 multi-agent multi-agent-reinforcement-learning deep-reinforcement-learning reinforcement-learning-environments simulation-framework Python economics

Python 1.06 k

2 年前

mila-iqia / babyai

#自然语言处理#BabyAI platform. A testbed for training agents to understand and execute language commands.

自然语言处理 reinforcement-learning-environments imitation-learning openai-gym

Python 725

2 年前

BYU-PCCL / holodeck

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

reinforcement-learning 虚幻引擎人工智能 drones simulator research 机器视觉 Robotics reinforcement-learning-environments

Python 584

3 年前

tkn-tub / ns3-gym

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

gym-environment openai-gym reinforcement-learning reinforcement-learning-environments

C++ 575

1 个月前

clvrai / furniture

IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks

翻译 - 宜家家具组装环境，适合长距离复杂的操作任务

robot-learning reinforcement-learning-environments imitation-learning Robotics

Python 515

2 年前

jr-robotics / robo-gym

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

openai-gym Robotics reinforcement-learning-environments

Python 445

5 个月前

ClementPerroud / Gym-Trading-Env

A simple, easy, customizable Gymnasium environment for trading.

environment gym gym-environment reinforcement-learning reinforcement-learning-environments trading trading-algorithms Python

Python 397

25 天前

Grid2op / grid2op

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

reinforcement-learning reinforcement-learning-environments gym-environments

Python 332

2 天前

roboserg / RoboLeague

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

翻译 - 火箭联盟的AI研究克隆

Unity reinforcement-learning reinforcement-learning-environments deep-reinforcement-learning

C# 299

4 年前

Future-Power-Networks / MAPDN

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

multi-agent-reinforcement-learning reinforcement-learning-environments

Python 240

5 天前

asieradzk / RL_Matrix

#计算机科学#Deep Reinforcement Learning in C#

深度学习 deep-reinforcement-learning .NET dqn 机器学习 multi-agent multi-agent-reinforcement-learning ppo proximal-policy-optimization reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments sac soft-actor-critic

C# 232

2 天前

sotopia-lab / sotopia

#计算机科学#Sotopia: an Open-ended Social Learning Environment (ICLR 2024 spotlight)

large-language-models 机器学习 llm-agent reinforcement-learning-environments

Python 206

3 天前

prosysscience / JSSEnv

An OpenAi Gym environment for the Job Shop Scheduling problem.

combinatorial-optimization deep-reinforcement-learning openai-gym reinforcement-learning reinforcement-learning-environments

Python 203

1 年前

axelbr / racecar_gym

A gym environment for a miniature racecar using the pybullet physics engine.

pybullet gym-environment gym racecar Simulation reinforcement-learning-environments racing

Python 189

2 年前

fsstudio-team / ZeroSimROSUnity

#计算机科学#Robotic simulation in Unity with ROS integration.

Robotics ros Simulation Unity gazebo lidar 3D sensors 机器学习 image-segmentation reinforcement-learning reinforcement-learning-environments

C# 182

3 年前

RayYoh / Awesome-Robot-Learning

#Awesome#This repo contains a curative list of robot learning (mainly for manipulation) resources.

人工智能 Awesome Lists list reinforcement-learning reinforcement-learning-environments robot robot-learning Robotics

176

8 个月前

wanxinjin / Pontryagin-Differentiable-Programming

A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.

differentiable-programming end-to-end-learning inverse-reinforcement-learning trajectory-optimization motion-planning optimal-control control-systems dynamical-systems reinforcement-learning reinforcement-learning-environments imitation-learning

Python 172

1 年前

clvrai / furniture-bench

FurnitureBench: Real-World Furniture Assembly Benchmark (RSS 2023)

reinforcement-learning-environments robot-learning Robotics robotics-simulation

Python 168

13 天前