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- 要約等...ate-of-the-art and the latest adv......ligent control and smart energy m......n of transport and renewable reso......s. The control and energy managem......transportation and renewable reso......ous reasoning, learning, planning and operating. As ......nomous control and energy managem......eural control (and others) as wel......as distributed and intelligent optimization. While the the......s are detailed and explained, the......d to transport and renewable reso......as smart grids and automated vehi......the challenges and needs related ......h perspectives and future directi......nts, engineers and practitioners in the domains ...
- タイトル標目Springer optimization and its applications ; v. 181
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- 要約等This handbook presents s...... reinforcement learning, focusing on i......in the control and game theory of......ynamic systems and future directi......lated research and technology. Th......ced when using learning and adaptation met......solve academic and industrial problems, such as optimization in dynamic env......ts with single and multiple agents, convergence and performance analysis, and online impleme......can be solved, and cover a wide r......ncluding: deep learning; artificial in......mixed modality learning; and multi-agent reinforcement learning. Practicing engineers and scholars in th......eld of machine learning, game theory, and autonomous ...
- 内容細目...nce of Control and Learning Reinforcement Learning for Optimal Feedback Control and Multiplayer Ga...... Reinforcement Learning Algorithms Cou......f Fair Machine Learning Learning-based Model Re......te Estimation, and Stabilization ...... Reinforcement Learning and Sequential Dec......rading Utility and Uncertainty: A...... Reinforcement Learning Multi-Agent Reinforcement Learning: Recent Advanc......s, Challenges, and Applications Reinforcement Learning Applications, ...... Reinforcement Learning Bounded Rationality and Computability Issues in Learning, Perception, D......cision-Making, and Games Panagiotis Tsiotras Mix...
- 件名Reinforcement learning Reinforcement learning.
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- 要約等...perator theory and control theory......sults obtained and efficient nume......atest findings and techniques in ......identification and structural ana......th theoretical and numerical aspects and presenting ope......erical schemes and data-driven me...... basic notions and definitions, t......DMD) algorithm and Arnoldi-based ......ensional basis and to compute its......etical results and numerical tech......er estimation, and identification......olled systems; and Koopman operat......ons in systems and control, which range from hea...
- 内容細目...amical Systems and Control Theory / Mauroy, Alexandre (et al.) Koo...... / Mauroy, Alexandre (et al.) Koo......ilinearization and Reachability A......opman Spectrum and Stability of C...... Nonautonomous and Stochastic Systems / Mać......ter Estimation and Identification...... / Mauroy, Alexandre (et al.) Manifold Learning for Data-Drive......ator in Active Learning for Control / ......elay Embedding and Extended Dynamic Mode Decompo...
- 関連情報Lecture notes in control and information sciences
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- 要約等...iew of machine learning methodologies ......or the medical and health sector.......ing companion, and as a must-read......for physicians and students, but ......in the process and progress of health and health care. I......ferent machine learning methodologies ......ery 20 months, and clinicians, fa......arge datasets, and to find patterns in big data and data with mult......es for surveys and questionnaires......pline, machine learning, is able to co......to use machine learning. Also, in the ......dequate health and health care wi......modern machine learning methodologies ......ural networks, and other data mining methodologi...
- 内容細目...actor Analysis and Partial Least ......Categories (60 and 30 Patients) Random Intercept Mo......r Both Outcome and Predictor Cate...... Magnitude of Random Effects (40 ......tic Tests (650 and 588 Patients).......l Measurements and 52 Patients) R......ts Are not (30 and 106 Patients) ......Analysis (1004 and 953 Patients).......4 Pain-killers and 42 Patients) Stochastic Processes for ......s of Dying (50 and 60 Patients) F......es of Quantity and Quality of Pat......isits) Protein and DNA Sequence M......t Sample Sizes and Variances (5 P......tween Exposure and Outcome (50 and 60 Patients) C......or Proportions and Differences in Proportions (1...
- 件名Machine learning. Medical informatics. Artific...
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- 件名Reinforcement learning Decision makin......s Mathematical optimization Stochastic analysis
- 件名（識別子）Reinforcement learning Decision makin......s Mathematical optimization Stochastic analysis
- 一般注記Includes bibliographical references and index
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- 内容細目.... C: Stability and nonlinear syst...... Fuzzy, neural and genetic system......ault detection and supervision Vo...... M: Adaptation and learning Vol. N: Slidin......inear discrete and stochastic systems Vol. O...... power systems and mining Vol. P: Aeronautics and marine systems......l. Q: Modeling and control of agr......al, biological and chemical syste......tronic systems and automotive con......ol methodology and applications Plenary, survey and milestone volume.
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- 一般注記Includes bibliographical references and index "With 119 figures, 27 tables, and 212 problems"
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- 件名Mathematical optimization Machine learning
- 件名（識別子）Mathematical optimization Machine learning
- 一般注記Includes bibliographical references (p. 567-575) and index
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- 参照...solve function optimization and parameter estimation of photo...
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- 件名Metals and Alloys Polymers and Plastics Ceramics and Composites Ele......ronic, Optical and Magnetic Materials
- 参照...a augmentation and ensemble learning Physics-informed machine learning combining experiment and simulation for the design of ...
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- 件名Electrical and Electronic Engineering Control and Systems Engineering
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- 一般注記...(p. [261]-265) and index
- 並列タイトル等（連結）Statistical learning theory and stochastic optimization, St. Flour 2001
- 並列タイトル等Statistical learning theory and stochastic optimization, St. Flour 2001
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- 著者標目Matthew, J. Holland
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- 参照...nty for robust optimization in approximate inference cont...
- 出版者（掲載誌）Robotics: Science and Systems Foundation
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- 参照Machine Learning-Based Experimental Design in ...
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- 件名General Physics and Astronomy
- 参照Supervised Learning of Two-Layer P......ternal Noise — Learning Curve of Boolean Functions of...
- 参照...ulation of the Learning Curve of Bayes...... Algorithm for Learning a Perceptron W......c behaviour in learning from stochastic examples: one-......ulation of the learning curve Learning from stochastic rules under fi......al temperature and asymptotic learning curve First-or......e Carlo method and application to......on Analysis of Learning from Stochastic Rules in the Framework of Rep...
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- 件名Stochastic processes Mathematical optimization Machine learning Artificial intelligence
- 件名（識別子）Stochastic processes Mathematical optimization Machine learning Artificial intelligence
- 関連情報Lecture notes in control and information sciences