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03/11/2022
Reinforcement Learning for Linear Quadratic Control is Vulnerable Under Cost Manipulation
In this work, we study the deception of a Linear-Quadratic-Gaussian (LQG...
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07/02/2021
Reinforcement Learning for Feedback-Enabled Cyber Resilience
The rapid growth in the number of devices and their connectivity has enl...
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06/01/2021
Game-Theoretic Frameworks for Epidemic Spreading and Human Decision Making: A Review
This review presents and reviews various solved and open problems in dev...
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02/17/2021
Self-Triggered Markov Decision Processes
In this paper, we study Markov Decision Processes (MDPs) with self-trigg...
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02/10/2021
A Pursuit-Evasion Differential Game with Strategic Information Acquisition
In this paper, we study a two-person linear-quadratic-Gaussian pursuit-e...
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12/04/2020
Cross-Layer Coordinated Attacks on Cyber-Physical Systems: A LQG Game Framework with Controlled Observations
In this work, we establish a game-theoretic framework to study cross-lay...
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02/07/2020
Manipulating Reinforcement Learning: Poisoning Attacks on Cost Signals
This chapter studies emerging cyber-attacks on reinforcement learning (R...
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10/16/2019
Dynamic Games for Secure and Resilient Control System Design
Modern control systems are featured by their hierarchical structure comp...
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06/24/2019