Task-Oriented Active Sensing via Action Entropy Minimization

In active sensing, sensing actions are typically chosen to minimize the uncertainty of the state according to some information-theoretic measure such as entropy, conditional entropy, mutual information, etc. This is reasonable for applications where the goal is to obtain information. However, when t...

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Bibliographic Details
Main Authors: Tipakorn Greigarn, Michael S. Branicky, M. Cenk Cavusoglu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8839795/