N13-Bonus_Unit_3-Advanced_Topics_in_Reinforcement_Learning-H7-Interesting_environments_to_try

中英文对照学习,效果更佳!
原课程链接:https://huggingface.co/deep-rl-course/unit3/deep-q-algorithm?fw=pt

Interesting Environments to try

值得尝试的有趣环境

We provide here a list of interesting environments you can try to train your agents on:

我们在这里提供了一个有趣的环境列表,您可以尝试在这些环境中培训您的工程师:

MineRL

MineRL

MineRL
MineRL is a Python library that provides a Gym interface for interacting with the video game Minecraft, accompanied by datasets of human gameplay.
Every year, there are challenges with this library. Check the website

MineRL MineRL是一个Python库,它提供了一个健身房界面,用于与视频游戏《我的世界》进行交互,并伴随着人类游戏的数据集。每年,这个图书馆都会面临挑战。查看网站

To start using this environment, check these resources:

要开始使用此环境,请查看以下资源:

DonkeyCar Simulator

什么是MineRL?MineRLMineRL文档和教程中的第一步Donkey Car模拟器

Donkey Car
Donkey is a Self Driving Car Platform for hobby remote control cars.
This simulator version is built on the Unity game platform. It uses their internal physics and graphics and connects to a donkey Python process to use our trained model to control the simulated Donkey (car).
To start using this environment, check these resources:

驴车驴是一个爱好遥控汽车的自动驾驶汽车平台。这个模拟器版本是建立在Unity游戏平台上的。它使用它们的内部物理和图形,并连接到驴子Python进程,以使用我们训练的模型来控制模拟的驴子(汽车)。要开始使用此环境,请查看以下资源:

Starcraft II

Https://huggingface.co/araffin/tqc-donkey-mountain-track-v0https://huggingface.co/araffin/tqc-donkey-avc-sparkfun-v0https://huggingface.co/araffin/tqc-donkey-minimonaco-track-v0Starcraft II

Alphastar
Starcraft II is a famous real-time strategy game. DeepMind has used this game for their Deep Reinforcement Learning research with Alphastar

Alphastar星际争霸II是一款著名的实时战略游戏。DeepMind已经将这款游戏用于与Alphastar的深度强化学习研究

To start using this environment, check these resources:

要开始使用此环境,请查看以下资源:

Author

星际争霸体操A。I.学习玩《星际争霸2》(强化学习)教程作者

This section was written by Thomas Simonini

本部分由托马斯·西莫尼尼撰写