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20152023
most citedInverse Filtering for Hidden Markov Models with Applications to Counter-Adversarial Autonomous Systems

29 citations · 53 across the 10 of their papers we have counts for

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Showing 2017Show all

2 papers · 1 filter

eess.SY2017

Computing monotone policies for Markov decision processes: a nearly-isotonic penalty approach

Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy +1

This paper discusses algorithms for solving Markov decision processes (MDPs) that have monotone optimal policies. We propose a two-stage alternating convex optimization scheme that…

eess.SY2017★ 3 cited

Asymptotically Efficient Identification of Known-Sensor Hidden Markov Models

Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy +1

We consider estimating the transition probability matrix of a finite-state finite-observation alphabet hidden Markov model with known observation probabilities. The main contributi…