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Paper detail

Stabilized Nested Rollout Policy Adaptation

Nested Rollout Policy Adaptation (NRPA) is a Monte Carlo search algorithm for single player games. In this paper we propose to modify NRPA in order to improve the stability of the algorithm. Experiments show it improves the algorithm for different application domains: SameGame, Traveling Salesman with Time Windows and Expression Discovery.

preprint2021arXivOpen access
Tristan CazenaveJean-Baptiste SevestreMatthieu Toulemont
Artificial Intelligence
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Tristan CazenaveJean-Baptiste SevestreMatthieu Toulemont

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