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Marvin: A Heuristic Search Planner with Online Macro-Action Learning

机译:Marvin:具有在线宏动作学习的启发式搜索计划器

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This paper describes Marvin, a planner that competed in the Fourth International Planning Competition (IPC 4). Marvin uses action-sequence-memoisation techniques to generate macro-actions, which are then used during search for a solution plan. We provide an overview of its architecture and search behaviour, detailing the algorithms used. We also empirically demonstrate the effectiveness of its features in various planning domains; in particular, the effects on performance due to the use of macro-actions, the novel features of its search behaviour, and the native support of ADL and Derived Predicates
机译:本文介绍了参加第四届国际计划竞赛(IPC 4)的规划师Marvin。 Marvin使用动作序列记忆技术来生成宏动作,然后在寻找解决方案时使用它。我们提供了其架构和搜索行为的概述,详细介绍了所使用的算法。我们还通过经验证明了其功能在各种计划领域中的有效性;特别是由于使用了宏操作,其搜索行为的新颖性以及对ADL和派生谓词的本机支持而对性能产生的影响

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