27 citations
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cs.LG2021★ 26 cited
Energy time series forecasting-Analytical and empirical assessment of conventional and machine learning models
Hala Hamdoun, Alaa Sagheer, Hassan Youness
Machine learning methods have been adopted in the literature as contenders to conventional methods to solve the energy time series forecasting (TSF) problems. Recently, deep learni…
eess.SY2021★ 22 cited
Online Model-Free Reinforcement Learning for the Automatic Control of a Flexible Wing Aircraft
Mohammed Abouheaf, Wail Gueaieb, Frank Lewis
The control problem of the flexible wing aircraft is challenging due to the prevailing and high nonlinear deformations in the flexible wing system. This urged for new control mecha…