Bayesian adaptive estimation with theoretical bound: an exploration-exploitation approach

HIGHLIGHTS

• who: Mingyao, Li and Juanping, Zhu from the School of Mathematics and Statistics, Yunnan University, Kunming, China have published the paper: Bayesian Adaptive Estimation with Theoretical Bound: An Exploration-Exploitation Approach, in the Journal: Computational Intelligence and Neuroscience of 12/Dec/2022
• what: Based on the above analysis, the authors propose the algorithm of the proposed E-E approach, the exploration-exploitation Bayesian adaptive estimation. Tus, the paper proposes the exploration-exploitation approach to accelerate the computation by selecting the stimulus randomly once the low-parameter uncertainty is detected and trades of the parameter posterior . . .
  

   

  

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