DocumentCode :
3674173
Title :
The implementation of reinforcement learning algorithms on the elevator control system
Author :
Hang Li
Author_Institution :
Institute of Automation and Information System, Technische Universitä
fYear :
2015
Firstpage :
1
Lastpage :
4
Abstract :
The machine learning technology has been implemented in control systems successfully especially in the stochastic process. Among the machine learning algorithms, the reinforcement learning algorithm is fairly significant. On the other hand, the elevator, as a facility in daily life, is implemented with several heuristic control methods in the past practice. Simultaneously, the elevator working procedure can be viewed as a stochastic process, so this paper tries to discuss the implementation of several reinforcement learning algorithms on the elevator control system. Through the application of the reinforcement learning algorithms, the elevator system can perform better.
Keywords :
"Elevators","Floors","Learning (artificial intelligence)","Machine learning algorithms","Control systems","Algorithm design and analysis","Stochastic processes"
Publisher :
ieee
Conference_Titel :
Emerging Technologies & Factory Automation (ETFA), 2015 IEEE 20th Conference on
Type :
conf
DOI :
10.1109/ETFA.2015.7301554
Filename :
7301554
Link To Document :
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