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Bibliography [PR99] VassilisAPapavassiliouandStuartRussell.Conver- gence of reinforcement learning with general func- tionapproximators. In IJCAI,pages748–757,1999. [PS91] AH Pincombe and NF Smyth. Microwave heating of materials with low conductivity. Proceedings of theRoyalSocietyofLondon.SeriesA:Mathematicaland PhysicalSciences, 433(1889):479–498,1991. [PS06] Jan Peters and Stefan Schaal. Policy gradient meth- ods for robotics. In Intelligent Robots and Systems, 2006 IEEE/RSJ International Conference on, pages 2219–2225. IEEE,2006. [PS08a] Jan Peters and Stefan Schaal. Natural actor-critic. Neurocomputing, 71(7):1180–1190,2008. [PS08b] Jan Peters and Stefan Schaal. Reinforcement learn- ingofmotorskillswithpolicygradients. Neuralnet- works, 21(4):682–697,2008. [PSD01] Doina Precup, Richard S Sutton, and Sanjoy Das- gupta. Off-policytemporal-differencelearningwith function approximation. In ICML, pages 417–424, 2001. [PSRJG00] StephenPiche,BijanSayyar-Rodsari,DougJohnson, andMarkGerules. Nonlinearmodelpredictivecon- trol using neural networks. Control Systems, IEEE, 20(3):53–62,2000. [PVS05] Jan Peters, Sethu Vijayakumar, and Stefan Schaal. Natural actor-critic. In Machine Learning: ECML 2005,pages280–291.Springer,2005. [PW96] JingPengandRonaldJWilliams. Incrementalmulti- step Q-learning. Machine Learning, 22(1-3):283–290, 1996. [PW08] Yunpeng Pan and Jun Wang. Nonlinear model pre- dictive control using a recurrent neural network. In Neural Networks, 2008. IJCNN 2008.(IEEE World 209
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Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources
Title
Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources
Author
Yiming Sun
Publisher
KIT Scientific Publishing
Location
Karlsruhe
Date
2016
Language
English
License
CC BY-SA 3.0
ISBN
978-3-7315-0467-2
Size
14.8 x 21.0 cm
Pages
260
Keywords
Mikrowellenerwärmung, Mehrgrößenregelung, Modellprädiktive Regelung, Künstliches neuronales Netz, Bestärkendes Lernenmicrowave heating, multiple-input multiple-output (MIMO), model predictive control (MPC), neural network, reinforcement learning
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Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources