[1] George E. Monahan (1980). Optimal Stopping in a Partially Observable Markov Process with Costly Information. Operations Research 28(6), 1319-1334. https://doi.org/10.1287/opre.28.6.1319 . Scope inspected: publisher abstract only; full-text theorem overlap unresolved.

[2] Vikram Krishnamurthy (2012). When to look at a noisy Markov chain in sequential decision making if measurements are costly? arXiv:1208.3291v1. https://arxiv.org/abs/1208.3291 . Scope inspected: Sections I-III, especially II-A equation (10), II-B equation (17), and the assumptions of Theorem 1.

[3] Sheeraz Ahmad and Angela J. Yu (2013). Active Sensing as Bayes-Optimal Sequential Decision Making. UAI 2013, 15-24; PMLR R11. https://proceedings.mlr.press/r11/ahmad13a.html . Scope inspected: publisher abstract and bibliographic record only. The linked PDF returned an unsupported-content-type error; no 2013 full-text comparison is claimed.

[4] Savas Dayanik, Christian Goulding, and H. Vincent Poor (2008). Bayesian Sequential Change Diagnosis. Mathematics of Operations Research 33(2), 475-496. https://arxiv.org/abs/0710.4847 . Scope inspected in the underlying research: model and posterior/stopping formulation, Sections 2-3.

[5] B-Theory. When Does an Explicit Self-Model Help? Reflective self-model manuscript (R4), Sections 3-4. https://www.b-theory.com/manuscripts-html/reflective-self-models/ . Local research snapshot accessed 4 November 2026; current-site refresh failed in the web reader on 9 November 2026.

[6] B-Theory. From Observable States to Acquirable Predictive Models. https://www.b-theory.com/manuscripts-html/acquirable-predictive-models/ . Local research snapshot accessed 4 November 2026; overlap mapping appears in the source ledger.

[7] Sheeraz Ahmad, He Huang, and Angela J. Yu (2014). Cost-sensitive Bayesian control policy in human active sensing. Frontiers in Human Neuroscience 8:955. https://doi.org/10.3389/fnhum.2014.00955 . Open full text: https://pmc.ncbi.nlm.nih.gov/articles/PMC4253738/ . Scope inspected: Sections 2.2 and 2.6, equations (3)-(7), and adjoining Section 2.7 theorem statement. This is a distinct publication from [3].
