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researcher

M. Winands

26 papers hereh-index 293.1k citations211 works total

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

author position
  • middle author8
  • last author16

Across the 24 of 26 papers where every author was matched, so the position is known.

fields
  • cs.AI15
  • quant-ph7
  • cs.GT2
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedEnhancements for Real-Time Monte-Carlo Tree Search in General Video Game Playing

43 citations · 103 across the 26 of their papers we have counts for

collaborators
Showing 2025 · cs.AIShow all

2 papers · 2 filters

cs.AI2025

Generalized Proof-Number Monte-Carlo Tree Search

Jakub Kowalski, Dennis J. N. J. Soemers, Szymon Kosakowski +1

This paper presents Generalized Proof-Number Monte-Carlo Tree Search: a generalization of recently proposed combinations of Proof-Number Search (PNS) with Monte-Carlo Tree Search (…

cs.AI2025★ 1 cited

Towards Explaining Monte-Carlo Tree Search by Using Its Enhancements

Jakub Kowalski, Mark H. M. Winands, Maksymilian Wiśniewski +2

Typically, research on Explainable Artificial Intelligence (XAI) focuses on black-box models within the context of a general policy in a known, specific domain. This paper advocate…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.