5 citations · 13 across the 11 of their papers we have counts for
13 papers
Reinforcement Learning for Linear Quadratic Control is Vulnerable Under Cost Manipulation
Yunhan Huang, Quanyan Zhu
In this work, we study the deception of a Linear-Quadratic-Gaussian (LQG) agent by manipulating the cost signals. We show that a small falsification of the cost parameters will onl…
Transactive Resilience in Renewable Microgrids: A Contract-Theoretic Approach
Juntao Chen, Yunhan Huang, Quanyan Zhu
Renewable energy-based microgrids play a critical role in future smart grids. Due to the uncertainties of renewable generations, the microgrids face potential risk of load shedding…
Assets Defending Differential Games with Partial Information and Selected Observations
Yunhan Huang, Juntao Chen, Quanyan Zhu
In this paper, we consider a linear-quadratic-Gaussian defending assets differential game (DADG) where the attacker and the defender do not know each other's state information whil…
Self-Triggered Markov Decision Processes
Yunhan Huang, Quanyan Zhu
In this paper, we study Markov Decision Processes (MDPs) with self-triggered strategies, where the idea of self-triggered control is extended to more generic MDP models. This exten…
Infinite-Horizon Linear-Quadratic-Gaussian Control with Costly Measurements
Yunhan Huang, Quanyan Zhu
In this paper, we consider an infinite horizon Linear-Quadratic-Gaussian control problem with controlled and costly measurements. A control strategy and a measurement strategy are…
Cross-Layer Coordinated Attacks on Cyber-Physical Systems: A LQG Game Framework with Controlled Observations
Yunhan Huang, Zehui Xiong, Quanyan Zhu
This work establishes a game-theoretic framework to study cross-layer coordinated attacks on cyber-physical systems (CPSs). The attacker can interfere with the physical process and…