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eess.SY2024
Optimal Sensor and Actuator Selection for Factored Markov Decision Processes: Complexity, Approximability and Algorithms
Jayanth Bhargav, Mahsa Ghasemi, Shreyas Sundaram
Factored Markov Decision Processes (fMDPs) are a class of Markov Decision Processes (MDPs) in which the states (and actions) can be factored into a set of state (and action) variab…
stat.ML2024
Submodular Information Selection for Hypothesis Testing with Misclassification Penalties
Jayanth Bhargav, Mahsa Ghasemi, Shreyas Sundaram
We consider the problem of selecting an optimal subset of information sources for a hypothesis testing/classification task where the goal is to identify the true state of the world…