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Martin Trapp
KTH Royal Institute of Technology
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SCHOLARLY PAPERS
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Scholarly Papers (1)
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Position: Agentic AI Systems should be making Bayes-Consistent Decisions
ESSEC Business School Research Paper Forthcoming
Number of pages: 18
Posted: 29 Jan 2026
Last Revised: 20 Apr 2026
Theodore Papamarkou
,
Pierre Alquier
,
Matthias Bauer
,
Wray Buntine
,
Andrew Davison
,
Maurizio Filippone
,
Andrew Y. K. Foong
,
Vincent Fortuin
,
Dimitris Fouskakis
,
Eyke Hüllermeier
,
Theofanis Karaletsos
,
Mohammad Emtiyaz Khan
,
Nikita Kotelevskii
,
Salem Lahlou
,
Clare Lyle
,
Thomas Möllenhoff
,
Konstantina Palla
,
Artem Shelmanov
,
Siddharth Swaroop
,
Yingzhen Li
,
Fang Liu
,
Maxim Panov
,
Yusuf Sale
,
Kajetan Schweighofer
, Martin Trapp,
Willem Waegeman
,
Andrew Gordon Wilson
,
Alexey Zaytsev
and
Gintare Karolina Dziugaite
PolyShape, ESSEC Business School, Independent, VinUniversity, Imperial College London, King Abdullah University of Science and Technology (KAUST), Mayo Clinic, University of Technology Nuremberg, National Technical University of Athens, Ludwig-Maximilians-Universität München, Chan Zuckerberg Initiative, RIKEN, the Institute of Physical and Chemical Research, Mohamed bin Zayed University of Artificial Intelligence, Mohamed bin Zayed University of Artificial Intelligence,
affiliation not provided to SSRN
, RIKEN, the Institute of Physical and Chemical Research, Spotify, Mohamed bin Zayed University of Artificial Intelligence, University College London, Imperial College London, University of Notre Dame, Mohamed bin Zayed University of Artificial Intelligence, Ludwig Maximilian University of Munich (LMU), Cognizant Technology Solutions, KTH Royal Institute of Technology, Ghent University, New York University, Beijing Institute of Mathematical Sciences and Applications and
affiliation not provided to SSRN
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Abstract:
Bayesian decision theory, AI agents, Agentic orchestration, LLMs
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