27 citations · 27 across the 3 of their papers we have counts for
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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.AI2012★ 27 cited
Near-Optimal BRL using Optimistic Local Transitions
Mauricio Araya, Olivier Buffet, Vincent Thomas
Model-based Bayesian Reinforcement Learning (BRL) allows a found formalization of the problem of acting optimally while facing an unknown environment, i.e., avoiding the exploratio…