POMDP Structural Results for Controlled Sensing

Abstract

This article provides a short review of some structural results in controlled sensing when the problem is formulated as a partially observed Markov decision process. In particular, monotone value functions, Blackwell dominance and quickest detection are described.

arXiv admin note: text overlap with arXiv:1512.03873

References in corpus (2)

• Reduced Complexity Filtering with Stochastic Dominance Bounds: A Convex Optimization Approach
• Tracking Infection Diffusion in Social Networks: Filtering Algorithms and Threshold Bounds