On the Inference and Management of Macro-Actions in ForwardChaining Planning

Andrew J. Coles, Amanda Smith · Strathprints: The University of Strathclyde institutional repository (University of Strathclyde) · 2005

In this paper we discuss techniques for online generation of macro-actions as part of the planning process and demonstrate their use in a forwardchaining search planning framework. The macroactions learnt are specifically created at places in the search space where the heuristic is not informative. We present results to show that using macro-actions generated during planning can improve planning performance. 1

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