Knowledge Reuse Method to Improve the Learning of Interference-Preventive Allocation Policies in Multi-Car Elevators

Alex VALDIVIELSO CHIAN; Toshiyuki MIYAMOTO

doi:10.1587/transfun.E95.A.990

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

Online ISSN : 1745-1337
Print ISSN : 0916-8508

Regular Section

Knowledge Reuse Method to Improve the Learning of Interference-Preventive Allocation Policies in Multi-Car Elevators

Alex VALDIVIELSO CHIAN, Toshiyuki MIYAMOTO

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Keywords: knowledge reuse, option-based learning, interference prevention, multi-car elevators

JOURNAL RESTRICTED ACCESS

2012 Volume E95.A Issue 5 Pages 990-995

DOI https://doi.org/10.1587/transfun.E95.A.990

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Abstract

In this letter, we introduce a knowledge reuse method to improve the performance of a learning algorithm developed to prevent interference in multi-car elevators. This method enables the algorithm to use its previously acquired experience in new learning processes. The simulation results confirm the improvement achieved in the algorithm's performance.

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