Learning to rank for synthesizing planning heuristics
We investigate learning heuristics for domainspecific planning. Prior work framed learning a heuristic as an ordinary regression problem. However, in a greedy best-first search, the ordering of states induced by a heuristic is more indicative of the resulting planner's performance than mean squ...
| Main Authors: | , , |
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| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
AAAI Press,
2018-05-11T14:19:54Z.
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| Subjects: | |
| Online Access: | Get fulltext |