Probabilistic message-passing control

HIGHLIGHTS

  • who: Randa Herzallah et al. from the (UNIVERSITY) have published the research work: Probabilistic Message-Passing Control, in the Journal: (JOURNAL)
  • what: The authors demonstrate that an approach utilizing probability theory to characterize and exploit the uncertainty in locally received information and locally optimized messages passed between neighboring subsystems is sufficient to implicitly infer global knowledge. Given a global system that can be decomposed into a set of locally coupled subsystems the authors develop a theoretical method of probabilistic message passing and probabilistic control signals all interacting only at the subsystem level but which promotes . . .

     

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