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cs.AI2023
Monte-Carlo Search for an Equilibrium in Dec-POMDPs
Yang You, Vincent Thomas, Francis Colas +1
Decentralized partially observable Markov decision processes (Dec-POMDPs) formalize the problem of designing individual controllers for a group of collaborative agents under stocha…
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…