Position: Agentic AI Systems should be making Bayes-Consistent Decisions

SSRN Electronic Journal 2026 Preprint Open access

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Authors: Theodore Papamarkou, Pierre Alquier, Matthias Bauer, Wray Buntine, A. Davison, Gintare Karolina Dziugaite, Maurizio Filippone, Andrew Y. K. Foong, Vincent Fortuin, Dimitris Fouskakis, Eyke Hüllermeier, Theofanis Karaletsos
+17 more Mohammad Emtiyaz Khan, Nikita Kotelevskii, Salem Lahlou, Yingzhen Li, Fang Liu, Clare Lyle, Thomas Möllenhoff, Konstantina Palla, Maxim Panov, Yusuf Sale, Kajetan Schweighofer, Artem Shelmanov, Siddharth Swaroop, Martin Trapp, Willem Waegeman, Andrew Gordon Wilson, Alexey Zaytsev
DOI: 10.2139/ssrn.6143772
Cited by: 0

Fields of Study & Subjects

AI-based Problem Solving and Planning Artificial Intelligence Applications Bayesian Modeling and Causal Inference

Publication details

Journal / source
SSRN Electronic Journal
Publication date
1 January 2026
Language
EN
Document type
Preprint