27 citations · 53 across the 3 of their papers we have counts for
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cs.AI2014★ 26 cited
An Investigation into Mathematical Programming for Finite Horizon Decentralized POMDPs
Raghav Aras, Alain Dutech
Decentralized planning in uncertain environments is a complex task generally dealt with by using a decision-theoretic approach, mainly through the framework of Decentralized Partia…
cs.AI2007★ 27 cited
Mixed Integer Linear Programming For Exact Finite-Horizon Planning In Decentralized Pomdps
Raghav Aras, Alain Dutech, François Charpillet
We consider the problem of finding an n-agent joint-policy for the optimal finite-horizon control of a decentralized Pomdp (Dec-Pomdp). This is a problem of very high complexity (N…