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We introduce a theory of sufficient statistics for team decision problems. Starting from a rigorous definition of team sufficient statistics, we show that they contain all the information needed to ma...
Sufficient Statistics for Multi-Agent Decision Problems
Multi-Agent Decision Problems Decision making
2015/6/19
Motivated by recent work showing the existence of a separation structure for certain classes of decentralized control problems, we define sufficient statistics for multi-agent team decision problems. ...