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cs.AI2025
Multi-Environment POMDPs: Discrete Model Uncertainty Under Partial Observability
Eline M. Bovy, Caleb Probine, Marnix Suilen +2
Multi-environment POMDPs (ME-POMDPs) extend standard POMDPs with discrete model uncertainty. ME-POMDPs represent a finite set of POMDPs that share the same state, action, and obser…
cs.GT2025
Designing Inferable Signaling Schemes for Bayesian Persuasion
Caleb Probine, Mustafa O. Karabag, Ufuk Topcu
In Bayesian persuasion, an informed sender, who observes a state, commits to a randomized signaling scheme that guides a self-interested receiver's actions. Classical models assume…
cs.GT2025
Privacy-preserving Nash Equilibrium Synthesis with Partially Ordered Temporal Objectives
Caleb Probine, Abhishek Kulkarni, Ufuk Topcu
Nash equilibrium is a central solution concept for reasoning about self-interested agents. We address the problem of synthesizing Nash equilibria in two-player deterministic games…