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Nazlıcan Karabulut

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#artificial intelligence Preprint Aug 2026

The Curious Case of Exploding DecPOMDPs: Containing the Fire through Policy Counting

This paper redirects the focus from counting agents to counting policies, which actually enables tractability in agent numbers for so called policy-counted DecPOMDPs, and presents policy-counted dynamic programming using the compact representation to solve policy-counted DecPOMDPs efficiently.

Nazlıcan Karabulut, Tanya Braun · 0 citations