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researcher

M. Winands

18 papers hereh-index 293.1k citations212 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author5
  • last author11

Across the 16 of 18 papers where every author was matched, so the position is known.

fields
  • cs.AI8
  • quant-ph7
  • cs.GT1
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

works on
board games 1determinization 1monte carlo tree search 1resource allocation 1simulation budgeting 1

From the 1 of 18 linked papers with an AI index.

activity
20242026
collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024

Anytime Sequential Halving in Monte-Carlo Tree Search

Dominic Sagers, Mark H. M. Winands, Dennis J. N. J. Soemers

Monte-Carlo Tree Search (MCTS) typically uses multi-armed bandit (MAB) strategies designed to minimize cumulative regret, such as UCB1, as its selection strategy. However, in the r…

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