MS-Lite: A Lightweight, Complementary Merge-and-Shrink Method

Proceedings of the International Conference on Automated Planning and Scheduling, pp. 74-82, 2018.

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Abstract:

Merge-and-shrink is a general framework for creating abstraction heuristics. In this paper we present two new variations of merge-and-shrink: MS-lite and DM-HQ. MS-lite is an extremely fast merge-and-shrink that maintains only the smallest abstractions that preserve local heuristic information. MS-lite has complementary strength over othe...More

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