… Shaofeng Zhou Shaofeng Zhou is currently a postdoctoral researcher in the School of
Environmental Science and Technology at Guangdong University of Technology. He received his …

Cardiac surgery-associated acute kidney injury (CS-AKI) is common and is associated with
increased risk for postoperative morbidity and mortality. Our recent survey of the Society of …

Epidemic models with infection age have been extensively studied in the recent decades.
Unfortunately, the incidence rate used is the bilinear one. As incidence rate plays an important …

Robust reinforcement learning (RL) is to find a policy that optimizes the worst-case performance
over an uncertainty set of MDPs. In this paper, we focus on model-free robust RL, where …

This paper develops the first policy gradient method with global optimality guarantee and
complexity analysis for robust reinforcement learning under model mismatch. Robust …

Polymer-based composite reinforced by fibrous filler has aroused wide concern in the field
of tribology and material science. In this manuscript, the effect of carbon fiber (CF) as filler on …

Benzoxazine is a new kind of phenolic resin developed in recent years. It possesses a lot of
interesting properties including flexible molecular design, nearly zero curing shrinkage and …

SARSA is an on-policy algorithm to learn a Markov decision process policy in reinforcement
learning. We investigate the SARSA algorithm with linear function approximation under the …

An information-theoretic upper bound on the generalization error of supervised learning
algorithms is derived. The bound is constructed in terms of the mutual information between each …

Online detection of changes in stochastic systems, referred to as sequential change detection
or quickest change detection, is an important research topic in statistics, signal processing, …