Xia Qu

Individual Planning in Infinite-Horizon Multiagent Settings: Inference, Structure and Scalability

This paper provides the first formalization of self-interested planning in multiagent settings using expectation-maximization (EM). Our formalization in the context of infinite-horizon and finitely-nested interactive POMDPs (I-POMDP) is distinct from EM formulations for POMDPs…