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researcher

M. Spaan

40 papers hereh-index 334.9k citations202 works total

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

author position
  • first author1
  • middle author24
  • last author13

Across the 38 of 40 papers where every author was matched, so the position is known.

fields
  • cs.LG24
  • cs.AI11
  • cs.CL1
  • cs.GT1
  • cs.MA1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedPerseus: Randomized Point-based Value Iteration for POMDPs

333 citations · 684 across the 37 of their papers we have counts for

collaborators
Showing 2014Show all

1 paper · 1 filter

cs.AI2014★ 39 cited

Incremental Clustering and Expansion for Faster Optimal Planning in Dec-POMDPs

Frans Adriaan Oliehoek, Matthijs T. J. Spaan, Christopher Amato +1

This article presents the state-of-the-art in optimal solution methods for decentralized partially observable Markov decision processes (Dec-POMDPs), which are general models for c…

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