Partially Observable Grid World
收藏arXiv2025-09-30 收录
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https://github.com/JunchaoLi001/Model-free_DRL_LSTM_on_POMDP_with_LDGBA
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资源简介：
该数据集涵盖了在一个10×10的网格世界工作空间内，对各种事件和陷阱状态进行标注的模拟情况。数据集中包含了用于模拟的任务定义和参数。此外，该数据集还包括了网格世界中的两个任务：一个展示了带有ε转换的LDGBA，另一个考虑了静态和动态事件。规模方面，该数据集属于离散POMDP领域，其任务重点在于部分可观测环境下的复杂任务运动规划。
This dataset encompasses simulation scenarios annotated with various events and trap states within a 10×10 grid-world workspace. It contains task definitions and parameters utilized for the simulations. Additionally, the dataset includes two tasks in the grid world: one demonstrates LDGBA with ε-transitions, and the other accounts for both static and dynamic events. In terms of its academic domain, this dataset falls within the scope of discrete POMDPs, with its tasks focusing on complex task motion planning in partially observable environments.
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