3 citations · 4 across the 5 of their papers we have counts for
3 papers · 1 filter
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…
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…