Scaling Up Decentralized MDPs Through Heuristic Search

Jilles S. Dibangoye, Christopher Amato, Arnoud Doniec

Decentralized partially observable Markov decision processes (Dec-POMDPs) are rich models for cooperative decision-making under uncertainty, but are often intractable to solve opti…