27 citations · 53 across the 3 of their papers we have counts for
3 papers
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…
cs.GT2006
Computing the Equilibria of Bimatrix Games using Dominance Heuristics
Raghav Aras, Alain Dutech, François Charpillet
We propose a formulation of a general-sum bimatrix game as a bipartite directed graph with the objective of establishing a correspondence between the set of the relevant structures…