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Foundations Of Decision Making Agents Logic Probability And Modality
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Book Synopsis Foundations of Decision-making Agents by : Subrata Kumar Das
Download or read book Foundations of Decision-making Agents written by Subrata Kumar Das and published by World Scientific. This book was released on 2008 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This self-contained book provides three fundamental and generic approaches (logical, probabilistic, and modal) to representing and reasoning with agent epistemic states, specifically in the context of decision making. Each of these approaches can be applied to the construction of intelligent software agents for making decisions, thereby creating computational foundations for decision-making agents. In addition, the book introduces a formal integration of the three approaches into a single unified approach that combines the advantages of all the approaches. Finally, the symbolic argumentation approach to decision making developed in this book, combining logic and probability, offers several advantages over the traditional approach to decision making which is based on simple rule-based expert systems or expected utility theory.
Book Synopsis Foundations Of Decision-making Agents: Logic, Probability, And Modality by : Subrata Das
Download or read book Foundations Of Decision-making Agents: Logic, Probability, And Modality written by Subrata Das and published by World Scientific. This book was released on 2008-01-03 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This self-contained book provides three fundamental and generic approaches (logical, probabilistic, and modal) to representing and reasoning with agent epistemic states, specifically in the context of decision making. Each of these approaches can be applied to the construction of intelligent software agents for making decisions, thereby creating computational foundations for decision-making agents. In addition, the book introduces a formal integration of the three approaches into a single unified approach that combines the advantages of all the approaches. Finally, the symbolic argumentation approach to decision making developed in this book, combining logic and probability, offers several advantages over the traditional approach to decision making which is based on simple rule-based expert systems or expected utility theory.
Book Synopsis Thinking about Acting by : John L. Pollock
Download or read book Thinking about Acting written by John L. Pollock and published by Oxford University Press. This book was released on 2006-07-27 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work aims to construct a theory of rational decision making for real, resource-bounded, agents. Such decision making must be based on objective probabilities rather than subjective probabilities, and can't be done by choosing single action with maxmimal expected values.
Book Synopsis Proceedings of MAC-EMM 2014 by : Collective of authors
Download or read book Proceedings of MAC-EMM 2014 written by Collective of authors and published by MAC Prague consulting. This book was released on 2014-12-01 with total page 611 pages. Available in PDF, EPUB and Kindle. Book excerpt: Conference proceedings - Multidisciplinary Academic Conference on Economics, Management and Marketing in Prague 2014 (MAC-EMM 2014)
Book Synopsis Advances in Practical Applications of Agents, Multi-Agent Systems, and Sustainability: The PAAMS Collection by : Yves Demazeau
Download or read book Advances in Practical Applications of Agents, Multi-Agent Systems, and Sustainability: The PAAMS Collection written by Yves Demazeau and published by Springer. This book was released on 2015-05-20 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2015, held in Salamanca, Spain, in June 2015. The 10 revised full papers and 9 short papers were carefully reviewed and selected from 48 submissions are presented together with 17 demonstrations. The articles report on the application and validation of agent-based models, methods and technologies in a number of key application areas, including: agents and the energy grid, agents and the traffic grid, affective computing and agent development, ambient and contextual agents, social simulation and social networks and other agent-based applications.
Book Synopsis Distributed Data Fusion for Network-Centric Operations by : David Hall
Download or read book Distributed Data Fusion for Network-Centric Operations written by David Hall and published by CRC Press. This book was released on 2017-12-19 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the recent proliferation of service-oriented architectures (SOA), cloud computing technologies, and distributed-interconnected systems, distributed fusion is taking on a larger role in a variety of applications—from environmental monitoring and crisis management to intelligent buildings and defense. Drawing on the work of leading experts around the world, Distributed Data Fusion for Network-Centric Operations examines the state of the art of data fusion in a distributed sensing, communications, and computing environment. Get Insight into Designing and Implementing Data Fusion in a Distributed Network Addressing the entirety of information fusion, the contributors cover everything from signal and image processing, through estimation, to situation awareness. In particular, the work offers a timely look at the issues and solutions involving fusion within a distributed network enterprise. These include critical design problems, such as how to maintain a pedigree of agents or nodes that receive information, provide their contribution to the dataset, and pass to other network components. The book also tackles dynamic data sharing within a network-centric enterprise, distributed fusion effects on state estimation, graph-theoretic methods to optimize fusion performance, human engineering factors, and computer ontologies for higher levels of situation assessment. A comprehensive introduction to this emerging field and its challenges, the book explores how data fusion can be used within grid, distributed, and cloud computing architectures. Bringing together both theoretical and applied research perspectives, this is a valuable reference for fusion researchers and practitioners. It offers guidance and insight for those working on the complex issues of designing and implementing distributed, decentralized information fusion.
Book Synopsis High-Level Data Fusion by : Subrata Das
Download or read book High-Level Data Fusion written by Subrata Das and published by Artech House. This book was released on 2008-01-01 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book explores object and situation fusion processes with an appropriate handling of uncertainties, and applies cutting-edge artificial intelligence and emerging technologies like particle filtering, spatiotemporal clustering, net-centricity, agent formalism, and distributed fusion together with essential Level 1 techniques and Level 1/2 interactions.
Book Synopsis Computational Business Analytics by : Subrata Das
Download or read book Computational Business Analytics written by Subrata Das and published by CRC Press. This book was released on 2013-12-14 with total page 517 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn How to Properly Use the Latest Analytics Approaches in Your Organization Computational Business Analytics presents tools and techniques for descriptive, predictive, and prescriptive analytics applicable across multiple domains. Through many examples and challenging case studies from a variety of fields, practitioners easily see the connections to their own problems and can then formulate their own solution strategies. The book first covers core descriptive and inferential statistics for analytics. The author then enhances numerical statistical techniques with symbolic artificial intelligence (AI) and machine learning (ML) techniques for richer predictive and prescriptive analytics. With a special emphasis on methods that handle time and textual data, the text: Enriches principal component and factor analyses with subspace methods, such as latent semantic analyses Combines regression analyses with probabilistic graphical modeling, such as Bayesian networks Extends autoregression and survival analysis techniques with the Kalman filter, hidden Markov models, and dynamic Bayesian networks Embeds decision trees within influence diagrams Augments nearest-neighbor and k-means clustering techniques with support vector machines and neural networks These approaches are not replacements of traditional statistics-based analytics; rather, in most cases, a generalized technique can be reduced to the underlying traditional base technique under very restrictive conditions. The book shows how these enriched techniques offer efficient solutions in areas, including customer segmentation, churn prediction, credit risk assessment, fraud detection, and advertising campaigns.
Download or read book The Logic of Chance written by John Venn and published by . This book was released on 1888 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Logic of Decision by : Richard C. Jeffrey
Download or read book The Logic of Decision written by Richard C. Jeffrey and published by University of Chicago Press. This book was released on 1990-07-15 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: "[This book] proposes new foundations for the Bayesian principle of rational action, and goes on to develop a new logic of desirability and probabtility."—Frederic Schick, Journal of Philosophy
Book Synopsis Decision Theory with a Human Face by : Richard Bradley
Download or read book Decision Theory with a Human Face written by Richard Bradley and published by Cambridge University Press. This book was released on 2017-10-26 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explores how decision-makers can manage uncertainty that varies in both kind and severity by extending and supplementing Bayesian decision theory.
Book Synopsis Thinking about Acting by : John L. Pollock
Download or read book Thinking about Acting written by John L. Pollock and published by . This book was released on 2006 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work aims to construct a theory of rational decision making for real, resource-bounded, agents. Such decision making must be based on objective probabilities rather than subjective probabilities, and can't be done by choosing single action with maxmimal expected values.
Download or read book The Logic of Chance written by John Venn and published by . This book was released on 1876 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Decision, Probability and Utility by : Peter Gärdenfors
Download or read book Decision, Probability and Utility written by Peter Gärdenfors and published by Cambridge University Press. This book was released on 1988-04-29 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision theory and the theory of rational choice have recently been the subjects of considerable research by philosophers and economists. However, no adequate anthology exists which can be used to introduce students to the field. This volume is designed to meet that need. The essays included are organized into five parts covering the foundations of decision theory, the conceptualization of probability and utility, pholosophical difficulties with the rules of rationality and with the assessment of probability, and causal decision theory. The editors provide an extensive introduction to the field and introductions to each part.
Book Synopsis The Logic of Adaptive Behavior by : Martijn van Otterlo
Download or read book The Logic of Adaptive Behavior written by Martijn van Otterlo and published by IOS Press. This book was released on 2009 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: Markov decision processes have become the de facto standard in modeling and solving sequential decision making problems under uncertainty. This book studies lifting Markov decision processes, reinforcement learning and dynamic programming to the first-order (or, relational) setting.
Book Synopsis Decision Theory by : Giovanni Parmigiani
Download or read book Decision Theory written by Giovanni Parmigiani and published by John Wiley & Sons. This book was released on 2009-04-15 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision theory provides a formal framework for making logical choices in the face of uncertainty. Given a set of alternatives, a set of consequences, and a correspondence between those sets, decision theory offers conceptually simple procedures for choice. This book presents an overview of the fundamental concepts and outcomes of rational decision making under uncertainty, highlighting the implications for statistical practice. The authors have developed a series of self contained chapters focusing on bridging the gaps between the different fields that have contributed to rational decision making and presenting ideas in a unified framework and notation while respecting and highlighting the different and sometimes conflicting perspectives. This book: Provides a rich collection of techniques and procedures. Discusses the foundational aspects and modern day practice. Links foundations to practical applications in biostatistics, computer science, engineering and economics. Presents different perspectives and controversies to encourage readers to form their own opinion of decision making and statistics. Decision Theory is fundamental to all scientific disciplines, including biostatistics, computer science, economics and engineering. Anyone interested in the whys and wherefores of statistical science will find much to enjoy in this book.
Download or read book The Logic of Chance written by John Venn and published by Chelsea Publishing Company, Incorporated. This book was released on 1962 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Essay On The Foundations And Province Of The Theory Of Probability, With Especial Reference To Its Logical Bearings And Its Application To Moral And Social Science, And To Statistics.
