POMDP Structural Results for Controlled Sensing
arXiv:1701.001791 citationsh-index: 53
Originality Synthesis-oriented
AI Analysis
For researchers in sequential decision-making, this is a tutorial-style review of existing structural results, offering no novel contributions.
This paper reviews structural results in controlled sensing formulated as a POMDP, focusing on monotone value functions, Blackwell dominance, and quickest detection. It provides a synthesis of known theoretical findings without presenting new results or numerical evaluations.
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.