논문 상세보기
시스템 특성함수 기반 평균보상 TD(λ) 학습을 통한 유한용량 Fab 스케줄링 근사화 KCI 등재
Capacitated Fab Scheduling Approximation using Average Reward TD(λ) Learning based on System Feature Functions
한국산업경영시스템학회지
(Journal of Society of Korea Industrial and Systems Engineering)
Vol. 34 No. 4 (2011.12)
pp.189-196
pp.189-196
한국산업경영시스템학회
(Society of Korea Industrial and Systems Engineering)
초록
In this paper, we propose a logical control-based actor-critic algorithm as an efficient approach for the approximation of the capacitated fab scheduling problem. We apply the average reward temporal-difference learning method for estimating the relative
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