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Beam Nested Rollout Policy Adaptation
Abstract : The Nested Rollout Policy Adaptation algorithm is a tree search algorithm known to be efficient on combinatorial problems. However, one problem of this algorithm is that it can converge to a local optimum and get stuck in it. We propose a modification which limits this behavior and we experiment it on two combinatorial problems for which the Nested Rollout Policy Adaption is known to be good at.
Cited literature [14 references]
https://hal.inria.fr/hal-01406471
Contributor : Fabien Teytaud <>
Submitted on : Thursday, December 1, 2016 - 11:20:09 AM
Last modification on : Thursday, January 21, 2021 - 10:54:03 PM
Long-term archiving on: : Tuesday, March 21, 2017 - 2:27:58 AM
Contributor : Fabien Teytaud <>
Submitted on : Thursday, December 1, 2016 - 11:20:09 AM
Last modification on : Thursday, January 21, 2021 - 10:54:03 PM
Long-term archiving on: : Tuesday, March 21, 2017 - 2:27:58 AM
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beamnrpa.pdf
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