12 citations · 15 across the 10 of their papers we have counts for
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eess.SY2020
Exactly Optimal Bayesian Quickest Change Detection for Hidden Markov Models
Jason J. Ford, Jasmin James, Timothy L. Molloy
This paper considers the quickest detection problem for hidden Markov models (HMMs) in a Bayesian setting. We construct an augmented HMM representation of the problem that allows t…
eess.SY2020
Online Inverse Optimal Control for Control-Constrained Discrete-Time Systems on Finite and Infinite Horizons
Timothy L. Molloy, Jason J. Ford, Tristan Perez
In this paper, we consider the problem of computing parameters of an objective function for a discrete-time optimal control problem from state and control trajectories with active…