84 citations · 177 across the 6 of their papers we have counts for
6 papers
Model-Free Design of Stochastic LQR Controller from Reinforcement Learning and Primal-Dual Optimization Perspective
Man Li, Jiahu Qin, Wei Xing Zheng +2
To further understand the underlying mechanism of various reinforcement learning (RL) algorithms and also to better use the optimization theory to make further progress in RL, many…
Design of generalized fractional order gradient descent method
Yiheng Wei, Yu Kang, Weidi Yin +1
This paper focuses on the convergence problem of the emerging fractional order gradient descent method, and proposes three solutions to overcome the problem. In fact, the general f…
Closed-Loop Hierarchical Operation for Optimal Unit Commitment and Dispatch in Microgrids: A Hybrid System Approach
Fangyuan Li, Jiahu Qin, Yu Kang
To contribute to a smart grid, the unit commitment and dispatch (UCD) is a very important problem to be revisited in the future microgrid environment. In this paper, the UCD proble…
Lyapunov functions for nabla discrete fractional order systems
Yiheng Wei, Yuquan Chen, Tianyu Liu +1
This paper focuses on the fractional difference of Lyapunov functions related to Riemann-Liouville, Caputo and Grunwald-Letnikov definitions. A new way of building Lyapunov functio…
Optimal Denial-of-Service Attack Energy Management over an SINR-Based Network
Jiahu Qin, Menglin Li, Ling Shi +1
We consider a scenario in which a DoS attacker with the limited power resource jams a wireless network through which the packet from a sensor is sent to a remote estimator to estim…
Randomized Consensus based Distributed Kalman Filtering over Wireless Sensor Networks
Jiahu Qin, Jie Wang, Ling Shi +1
This paper is concerned with developing a novel distributed Kalman filtering algorithm over wireless sensor networks based on randomized consensus strategy. Compared with the centr…