Learning heuristic functions for large state spaces

Artif. Intell., pp. 2075-2098, 2011.

Cited by: 53|Views13


We investigate the use of machine learning to create effective heuristics for search algorithms such as IDA^@? or heuristic-search planners such as FF. Our method aims to generate a sequence of heuristics from a given weak heuristic h"0 and a set of unsolved training instances using a bootstrapping procedure. The training instances that c...More



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