3 citations · 4 across the 5 of their papers we have counts for
5 papers
A Model-Free Optimal Control Method With Fixed Terminal States and Delay
Mi Zhou, Erik Verriest, Chaouki Abdallah
Model-free algorithms are brought into the control system's research with the emergence of reinforcement learning algorithms. However, there are two practical challenges of reinfor…
Energy Optimal Control of a Harmonic Oscillator with a State Inequality Constraint
Mi Zhou, Erik I Verriest, Chaouki Abdallah
In this article, the optimal control problem for a harmonic oscillator with an inequality constraint is considered. The applied energy of the oscillator during a fixed final time p…
Jump Law of Co-State in Optimal Control for State-Dependent Switched Systems and Applications
Mi Zhou, Erik I. Verriest, Yue Guan +1
This paper presents the jump law of co-states in optimal control for state-dependent switched systems. The number of switches and the switching modes are assumed to be known a prio…
Deep transfer learning for system identification using long short-term memory neural networks
Kaicheng Niu, Mi Zhou, Chaouki T. Abdallah +1
Recurrent neural networks (RNNs) have many advantages over more traditional system identification techniques. They may be applied to linear and nonlinear systems, and they require…
The Effect of Training Parameters and Mechanisms on Decentralized Federated Learning based on MNIST Dataset
Zhuofan Zhang, Mi Zhou, Kaicheng Niu +1
Federated Learning is an algorithm suited for training models on decentralized data, but the requirement of a central "server" node is a bottleneck. In this document, we first intr…