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05/24/2023
Optimal Control of Logically Constrained Partially Observable and Multi-Agent Markov Decision Processes
Autonomous systems often have logical constraints arising, for example, ...
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04/22/2021
Optimal communication and control strategies in a multi-agent MDP problem
The problem of controlling multi-agent systems under different models of...
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02/11/2021
Common Information Belief based Dynamic Programs for Stochastic Zero-sum Games with Competing Teams
Decentralized team problems where players have asymmetric information ab...
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12/08/2020
Adaptive Sampling for Estimating Distributions: A Bayesian Upper Confidence Bound Approach
The problem of adaptive sampling for estimating probability mass functio...
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05/15/2020
Testing for Anomalies: Active Strategies and Non-asymptotic Analysis
The problem of verifying whether a multi-component system has anomalies ...
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11/15/2019
Fixed-horizon Active Hypothesis Testing
Two active hypothesis testing problems are formulated. In these problems...
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09/03/2019
Zero-sum Stochastic Games with Asymmetric Information
A general model for zero-sum stochastic games with asymmetric informatio...
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01/21/2019
Active Hypothesis Testing: Beyond Chernoff-Stein
An active hypothesis testing problem is formulated. In this problem, the...
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12/04/2018
Sequential Experiment Design for Hypothesis Verification
Hypothesis testing is an important problem with applications in target l...
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10/11/2018