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Theory for Coordinating Concurrent Hierarchical Planning Agents Using Summary Information

机译:使用摘要信息协调并行层次计划代理的理论

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摘要

Interacting agents that interleave planning, plan coordination, and plan execution for hierarchical plans (e.g. HTNs or procedures for PRS) should reason about abstract plans and their concurrent execution before they are fully refined. Poor decisions made at abstract levels can lead to costly backtracking or even failure. We claim that better decisions require information at abstract levels that summarizes the preconditions and effects that must or may apply when a plan is refined. Here we formally characterize concurrent hierarchical plans and a method for deriving summary information for them, and we illustrate how summary conditions can be used to coordinate the concurrent interactions of plans at different levels of abstraction. The properties of summary conditions and rules determining what interactions can or might hold among asynchronously executing plans are proven to support the construction of sound and complete coordination mechanisms for concurrent hierarchical planning agents.
机译:交互代理对分层计划(例如HTN或PRS的过程)的计划,计划协调和计划执行进行交织,应在完全完善之前对抽象计划及其并发执行进行推理。在抽象级别做出的错误决策可能导致昂贵的回溯甚至失败。我们认为,更好的决策需要抽象级别的信息,这些信息总结了在完善计划时必须或可能适用的前提条件和影响。在这里,我们正式地描述了并发分层计划的特征以及一种用于为其获取摘要信息的方法,并说明了摘要条件如何可用于协调不同抽象级别上计划的并发交互。摘要条件和规则的属性决定了异步执行的计划之间可以交互或可以保持什么交互,这些特性和规则的属性被证明可以支持并发的层次计划代理的健全而完整的协调机制的构建。

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