Reinforcement learning for linear continuous-time systems: an incremental learning approach
Sign Up to like & getrecommendations! Published in 2019 at "IEEE/CAA Journal of Automatica Sinica"
DOI: 10.1109/jas.2019.1911390
Abstract: In this paper, we introduce a novel reinforcement learning ( RL ) scheme for linear continuous-time dynamical systems. Different from traditional batch learning algorithms, an incremental learning approach is developed, which provides a more efficient… read more here.
Keywords: reinforcement learning; incremental learning; learning approach; continuous time ... See more keywords
Linear and Continuous Flavivirus Epitopes From Naturally Infected Humans
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Cellular and Infection Microbiology"
DOI: 10.3389/fcimb.2021.710551
Abstract: This manuscript is an up-to-date review of experimentally validated linear and continuous epitopes identified from arbovirus members of the Flavivirus genus. We summarized 153 immunoreactive peptides from the Dengue virus, Zika virus, Japanese encephalitis virus,… read more here.
Keywords: flavivirus epitopes; linear continuous; continuous flavivirus; naturally infected ... See more keywords
Sign Stability of Dual Switching Linear Continuous-Time Positive Systems
Sign Up to like & getrecommendations! Published in 2021 at "Symmetry"
DOI: 10.3390/sym13112194
Abstract: This paper investigates 1-moment exponential stability and exponential mean-square stability (EMS stability) under average dwell time (ADT) and the preset deterministic switching mechanism of dual switching linear continuous-time positive systems when a numerical realization does… read more here.
Keywords: time; switching linear; dual switching; sign stability ... See more keywords