27 citations · 33 across the 7 of their papers we have counts for
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cs.AI2021
Solving infinite-horizon Dec-POMDPs using Finite State Controllers within JESP
Yang You, Vincent Thomas, Francis Colas +1
This paper looks at solving collaborative planning problems formalized as Decentralized POMDPs (Dec-POMDPs) by searching for Nash equilibria, i.e., situations where each agent's po…
cs.AI2021★ 5 cited
Monte Carlo Information-Oriented Planning
Vincent Thomas, Gérémy Hutin, Olivier Buffet
In this article, we discuss how to solve information-gathering problems expressed as rho-POMDPs, an extension of Partially Observable Markov Decision Processes (POMDPs) whose rewar…