Forward and Backward Bellman equations improve the efficiency of EM algorithm for DEC-POMDP

Takehiro Tottori, Tetsuya J. Kobayashi

Decentralized partially observable Markov decision process (DEC-POMDP) models sequential decision making problems by a team of agents. Since the planning of DEC-POMDP can be interp…