MiniWorld Environment
收藏arXiv2025-09-30 收录
下载链接：
https://github.com/maximecb/gym-miniworld/
下载链接
链接失效反馈官方服务：
资源简介：
该数据集是对FrozenLake环境在miniworld框架中的扩展版本，旨在测试偏好学习在三维视觉世界中的泛化能力和可扩展性。在该环境中，智能体在一个有着灰色墙壁和地砖的三维房间内操作，并通过不断变化的地板配置来体验环境的不稳定性，以此激励其探索行为。该任务是在三维环境中进行偏好学习和探索。
This dataset is an extended version of the FrozenLake environment implemented within the MiniWorld framework, designed to test the generalization capability and scalability of preference learning in 3D visual environments. In this environment, the AI Agent operates in a 3D room with gray walls and floor tiles, and experiences environmental instability through dynamically changing floor configurations to incentivize its exploratory behavior. The core task of this dataset focuses on preference learning and exploration in this 3D environment.
提供机构：
Maxime Cb
