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cs.GT2024★ 1 cited
Solving Hierarchical Information-Sharing Dec-POMDPs: An Extensive-Form Game Approach
Johan Peralez, Aurélien Delage, Olivier Buffet +1
A recent theory shows that a multi-player decentralized partially observable Markov decision process can be transformed into an equivalent single-player game, enabling the applicat…
cs.GT2021
HSVI for zs-POSGs using Concavity, Convexity and Lipschitz Properties
Aurélien Delage, Olivier Buffet, Jilles Dibangoye
Dynamic programming and heuristic search are at the core of state-of-the-art solvers for sequential decision-making problems. In partially observable or collaborative settings (\eg…