Machine discovery of effective admissible heuristics

  title={Machine discovery of effective admissible heuristics},
  author={Armand Prieditis},
  journal={Machine Learning},
Admissible heuristics are an important class of heuristics worth discovering: they guarantee shortest path solutions in search algorithms such asA* and they guarantee less expensively produced, but boundedly longer solutions in search algorithms such as dynamic weighting. Unfortunately, effective (accurate and cheap to compute) admissible heuristics can take years for people to discover. Several researchers have suggested that certain transformations of a problem can be used to generate… CONTINUE READING
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