15 citations · 16 across the 5 of their papers we have counts for
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math.OC2023
A Hitting Time Analysis for Stochastic Time-Varying Functions with Applications to Adversarial Attacks on Computation of Markov Decision Processes
Ali Yekkehkhany, Han Feng, Donghao Ying +1
Stochastic time-varying optimization is an integral part of learning in which the shape of the function changes over time in a non-deterministic manner. This paper considers multip…
math.OC2019
Escaping Locally Optimal Decentralized Control Polices via Damping
Han Feng, Javad Lavaei
We study the evolution of locally optimal decentralized controllers with the damping of the control system. Empirically it is shown that even for instances with an exponential numb…
math.OC2019★ 1 cited
Aggressive Local Search for Constrained Optimal Control Problems with Many Local Minima
Yuhao Ding, Han Feng, Javad Lavaei
This paper is concerned with numerically finding a global solution of constrained optimal control problems with many local minima. The focus is on the optimal decentralized control…