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• W763309996 abstract "The most immediate method used to solve single-player games like Sokoban is to view them as statespace problems. However, classical search algorithms are insufficient to solve nontrivial problems and Sokoban remains a very challenging domain for the AI research community. The current state-of-the-art solver uses a heuristic-based approach coupled with a set of domain-specific enhancements. This paper introduces a new solving method which relies on two principles observable in human in-game behavior: (1) the decomposition of a complex problem into a sequence of simpler subproblems and (2) the nonrepetition of encountered mistakes. We demonstrate the relevance of this approach and we show that it enables to reach performance comparable to the current state-of-the-art solver on a difficult 90-problem" @default.
• W763309996 created "2016-06-24" @default.
• W763309996 creator A5008749458 @default.
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• W763309996 date "2008-01-01" @default.
• W763309996 modified "2023-09-27" @default.
• W763309996 title "Hierarchical Planning and Learning for Automatic Solving of Sokoban Problems" @default.
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