cs.GT · 2026-08-04 · No. 74
Computer Science and Game Theory, 2026-08-04.
1 new papers in cs.GT. Titles, authors,
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01 — The papers
1 entries-
01
Intention Inference Under Execution Noise: Separating Aleatoric and Epistemic Uncertainty in Social Dilemmas
Kival Mahadew, Jonathan Shock
cs.GT · cs.LG
In noisy social dilemmas, intended actions are stochastically corrupted before execution, so an observed defection may reflect hostile intent or action error. Standard Markov Decision Process (MDP) formulations treat executed actions as states, structurally precluding this distinction and causing systematic over-retaliation. We introduce a Partially Observable MDP (POMDP) formulation encoding opponent intentions as latent states and executed...
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