2 papers
eess.SY2021
Predictive Optimal Control with Data-Based Disturbance Scenario Tree Approximation
Ran Jing, Xiangrui Zeng
Efficiently computing the optimal control policy concerning a complicated future with stochastic disturbance has always been a challenge. The predicted stochastic future disturbanc…
cs.LG2020
Feedback-Based Dynamic Feature Selection for Constrained Continuous Data Acquisition
Alp Sahin, Xiangrui Zeng
Relevant and high-quality data are critical to successful development of machine learning applications. For machine learning applications on dynamic systems equipped with a large n…