| 書目名稱 | Decision Making: Uncertainty, Imperfection, Deliberation and Scalability | | 編輯 | Tatiana V. Guy,Miroslav Kárny,David H. Wolpert | | 視頻video | http://file.papertrans.cn/265/264252/264252.mp4 | | 概述 | Recent research on Scalable Decision Making.Edited Results of the Scalable Decision Making workshop (SCALE) held September 23 2013 in Prague, Czech Republic.Written by leading experts in the field.Inc | | 叢書名稱 | Studies in Computational Intelligence | | 圖書封面 |  | | 描述 | .This volume focuses on uncovering the fundamental forces underlying dynamic decision making among multiple interacting, imperfect and sel?sh decision makers..The chapters are written by leading experts from different disciplines, all considering the many sources of imperfection in decision making, and always with an eye to decreasing the myriad discrepancies between theory and real world human decision making..Topics addressed include uncertainty, deliberation cost and the complexity arising from the inherent large computational scale of decision making in these systems..In particular, analyses and experiments are presented which concern:.? task allocation to maximize “the wisdom of the crowd”;.? design of a society of “edutainment” robots who account for one anothers’ emotional states;.? recognizing and counteracting seemingly non-rational human decision making;.? coping with extreme scale when learning causality in networks;.? ef?ciently incorporating expert knowledge in personalized medicine;.? the effects of personality on risky decision making..The volume is a valuable source for researchers, graduate students and practitioners in machine learning, stochastic control, robotic | | 出版日期 | Book 2015 | | 關(guān)鍵詞 | Computational Intelligence; Decision Making; Scalability; Scalable Decision Making; Uncertainty Imperfec | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-15144-1 | | isbn_softcover | 978-3-319-35020-2 | | isbn_ebook | 978-3-319-15144-1Series ISSN 1860-949X Series E-ISSN 1860-9503 | | issn_series | 1860-949X | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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