# Unity ML-Agents 文档 ## 入门 * [ML-Agents 概述*](ML-Agents-Overview.md) * [背景:Unity](/docs/Background-Unity.md) * [背景:机器学习](/docs/Background-Machine-Learning.md) * [背景:TensorFlow](/docs/Background-TensorFlow.md) * [安装和设置*](Installation.md) * [背景:Jupyter Notebooks](/docs/Background-Jupyter.md) * [Docker 设置(测试功能)](/docs/Using-Docker.md) * [教你快速入门--3D Balance Ball 训练环境示例*](Getting-Started-with-Balance-Ball.md) * [官方训练环境示例*](Learning-Environment-Examples.md) ## 创建训练环境 * [从头创建一个训练环境*](Learning-Environment-Create-New.md) * [设计训练环境*](Learning-Environment-Design.md) * [Agent](/docs/Learning-Environment-Design-Agents.md) * [Academy](/docs/Learning-Environment-Design-Academy.md) * [Brain](/docs/Learning-Environment-Design-Brains.md):[Player](/docs/Learning-Environment-Design-Player-Brains.md)、[Heuristic](/docs/Learning-Environment-Design-Heuristic-Brains.md)、[Internal 和 External](/docs/Learning-Environment-Design-External-Internal-Brains.md) * [训练环境设计要点](/docs/Learning-Environment-Best-Practices.md) * [如何使用 Monitor 功能](/docs/Feature-Monitor.md) * [如何使用 TensorFlowSharp 插件(测试功能)](/docs/Using-TensorFlow-Sharp-in-Unity.md) ## 进行训练 * [如何用 ML-Agents 进行训练](/docs/Training-ML-Agents.md) * [Proximal Policy Optimization 训练要点](/docs/Training-PPO.md) * [Curriculum Learning(课程学习)训练要点](/docs/Training-Curriculum-Learning.md) * [Imitation Learning(模仿学习)训练要点](/docs/Training-Imitation-Learning.md) * [LSTM 训练要点](/docs/Feature-Memory.md) * [如何使用 Amazon Web Services 进行云端训练](/docs/Training-on-Amazon-Web-Service.md) * [如何使用 Microsoft Azure 进行云端训练](/docs/Training-on-Microsoft-Azure.md) * [如何使用 TensorBoard 观察训练过程](/docs/Using-Tensorboard.md) ## 帮助 * [如何从老版本升级到 ML-Agents v0.3](/docs/Migrating-v0.3.md) * [常见问题](/docs/FAQ.md) * [ML-Agents 术语表](/docs/Glossary.md) * [ML-Agents 尚未实现功能](/docs/Limitations.md) ## API 文档 * [API 参考](/docs/API-Reference.md) * [如何使用 Python API](/docs/Python-API.md) **注:** 有翻译版的文档会在右上角标注*号。