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TARTRL


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欢迎来到TARTRL

中文文档 | Documentation

TARTRL是一个开源的强化学习框架。

目录

安装

pip install tartrl

快速上手

可以通过命令行快速训练CartPole环境:

tartrl --mode train --env CartPole-v0

支持者

↳ Stargazers

Stargazers repo roster for @TARTRL/TARTRL

↳ Forkers

Forkers repo roster for @TARTRL/TARTRL

Citing TARTRL

如果我们的工作对你有帮助,欢迎引用我们的论文:

@misc{tartrl2023,
    title={TARTRL},
    author={TARTRL Contributors},
    publisher = {GitHub},
    howpublished = {\url{https://github.com/TARTRL/TARTRL}},
    year={2023},
}

Star History

Star History Chart

License

TARTRL under the Apache 2.0 license.

致谢

TARTRL's Projects

dgpo icon dgpo

code for DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization

examples icon examples

A set of examples around TLaunch in Reinforcement Learning, Vision, NLP, etc.

openrl icon openrl

Unified Reinforcement Learning Framework

pai icon pai

Resource scheduling and cluster management for AI

rankingcost icon rankingcost

The Ranking Cost algorithm for multi-path routing of gridworld.(多智能体路径规划,电路规划)

reverb icon reverb

Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research

tartrl icon tartrl

基于PyTorch的分布式强化学习框架

tikick icon tikick

Learning-based agent for Google Research Football (足球游戏智能体)

tizero icon tizero

Code accompanying the paper "TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play" (AAMAS 2023) 足球游戏智能体

tlaunch icon tlaunch

Launch programs on multiple hosts. (多机启动程序)

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