2 papers
cs.LG2021
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…
q-bio.MN2019
Robustness against additional noise in cellular information transmission
Takehiro Tottori, Masashi Fujii, Shinya Kuroda
Fluctuations in intracellular reactions (intrinsic noise) reduce the information transmitted from an extracellular input to a cellular response. However, recent studies have demons…