K-Focal Search for Slow Learned Heuristics

Bounded suboptimal heuristic search is a family of search algorithms capable of solving hard combinatorial problems, returning suboptimal solutions within a given bound. Recent machine learning approaches have been shown to learn accurate heuristic functions. Learned heuristics, however, are slow to...

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Bibliographic Details
Main Authors: Matias Greco, Jorge Toro, Carlos Hernandez, Jorge A. Baier
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10373859/