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Continuous Q-learning application
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SYSNO ASEP 0103685 Document Type C - Proceedings Paper (int. conf.) R&D Document Type Conference Paper Title Continuous Q-learning application Title Aplikace metody spojitého Q-učení Author(s) Věchet, S. (CZ)
Krejsa, Jiří (UT-L) RID, ORCID
Míček, P. (CZ)Source Title Engineering mechanics 2004. - Praha : Ústav termomechaniky AV ČR, 2004 / Zolotarev I. ; Poživilová A. - ISBN 80-85918-88-9 Pages s. 307-308 Number of pages 3 s. Publication form CD-ROM - CD-ROM Action Engineering mechanics 2004 Event date 10.05.2004-13.05.2004 VEvent location Svratka Country CZ - Czech Republic Event type EUR Language eng - English Country CZ - Czech Republic Keywords Q-learnig ; approximation Subject RIV JC - Computer Hardware ; Software CEZ AV0Z2076919 - UT-L Annotation Standard algorithm of Q-Learning is limited by discrete states and actions and Q-functionis usually represented as discrete table. To avoid this obstacle and extendthe use of Q-learning for continuous states and actions the algorithm must bemodified and such modification is presented in the paper. Straightforward way isto replace discrete table with suitable approximator. Workplace Institute of Thermomechanics Contact Marie Kajprová, kajprova@it.cas.cz, Tel.: 266 053 154 ; Jana Lahovská, jaja@it.cas.cz, Tel.: 266 053 823 Year of Publishing 2005
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