Elevator Group Control Algorithm Based On Residual Gradient and Q-Learning

ZILIANG ZONG; XUGANG WANG; ZHENG TANG; GUANGZHOU ZENG

doi:10.11499/sicep.2004.0_97_2

SICE Annual Conference 2004

DOI https://doi.org/10.11499/sicep.2004.0_97_2

Conference information

Host: The Society of Instrument and Control Engineers

Co-host: The IEEE Industrial Electronics Society, The IEEE Robotics and Automation Society, The IEEE Control Systems Society, The IEEE Systems, Man and Cybernetics Society, The Instrumentation, Systems, and Automation Society

Elevator Group Control Algorithm Based On Residual Gradient and Q-Learning

*ZILIANG ZONG, XUGANG WANG, ZHENG TANG, GUANGZHOU ZENG

Author information

Keywords: Elevator Group Control, Q-Learning, Residual Gradient

CONFERENCE PROCEEDINGS FREE ACCESS

Pages 97

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Abstract

This paper describes the application of a novel reinforcement learning to the difficult real world problem of elevator dispatching. We propose a new algorithm combing Q-learing and residual gradient to solve this problem and obtain the results which are better than other traditional elevator control algorithms.

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