2 papers
eess.SP2023
Fault diagnosis for PV arrays considering dust impact based on transformed graphical feature of characteristic curves and convolutional neural network with CBAM modules
Jiaqi Qu, Lu Wei, Qiang Sun +2
Various faults can occur during the operation of PV arrays, and both the dust-affected operating conditions and various diode configurations make the faults more complicated. Howev…
cs.LG2023
Variance-aware robust reinforcement learning with linear function approximation under heavy-tailed rewards
Xiang Li, Qiang Sun
This paper presents two algorithms, AdaOFUL and VARA, for online sequential decision-making in the presence of heavy-tailed rewards with only finite variances. For linear stochasti…