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Towards Strong Cyclic Planning under Partial Observability

机译:在部分可观察性下实现强有力的循环计划

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摘要

Strong Cyclic Planning aims at generating iterative plans that only allow loops so far as there is a chance to reach the goal. The problem is already significantly complex for fully observable domains; when considering partially observable domains, even providing a formal definition is far from straightforward. In this work, we provide a formal definition of Strong Cyclic Planning under Partial Observability, which makes clear how several degrees of solution are possible and equally interesting, depending on the admissible delay between achieving the goal and detecting that it has been achieved.
机译:强大的循环计划旨在生成迭代计划,该计划仅在有机会达成目标的情况下才允许循环。对于完全可观察的域,该问题已经非常复杂;在考虑部分可观察的域时,即使提供正式定义也远非那么简单。在这项工作中,我们提供了部分可观察性下的强循环计划的正式定义,该定义明确了解决方案有多少可能是同样有意义的,这取决于实现目标和检测到实现之间允许的延迟。

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