Solving Graph Optimization Problems in a Framework for Monte-Carlo Search
Autor: | Stefan Edelkamp, Eike Externest, Sebastian Kühl, Sabine Kuske |
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Rok vydání: | 2021 |
Zdroj: | Proceedings of the International Symposium on Combinatorial Search. 8:163-164 |
ISSN: | 2832-9163 2832-9171 |
DOI: | 10.1609/socs.v8i1.18419 |
Popis: | In this paper we solve fundamental graph optimization problems like Maximum Clique and Minimum Coloring with recent advances of Monte-Carlo Search. The optimization problems are implemented as single-agent games in a generic state-space search framework, roughly comparable to what is encoded in PDDL for an action planner. |
Databáze: | OpenAIRE |
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