probabilistic reasoning in multiagent systems a graphical models approach

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Probabilistic Reasoning In Multiagent Systems

Author : Yang Xiang
ISBN : 1139434462
Genre : Computers
File Size : 80. 34 MB
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This 2002 book investigates the opportunities in building intelligent decision support systems offered by multi-agent distributed probabilistic reasoning. Probabilistic reasoning with graphical models, also known as Bayesian networks or belief networks, has become increasingly an active field of research and practice in artificial intelligence, operations research and statistics. The success of this technique in modeling intelligent decision support systems under the centralized and single-agent paradigm has been striking. Yang Xiang extends graphical dependence models to the distributed and multi-agent paradigm. He identifies the major technical challenges involved in such an endeavor and presents the results. The framework developed in the book allows distributed representation of uncertain knowledge on a large and complex environment embedded in multiple cooperative agents, and effective, exact and distributed probabilistic inference.

Advances In Probabilistic Graphical Models

Author : Peter Lucas
ISBN : 9783540689966
Genre : Mathematics
File Size : 50. 72 MB
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This book brings together important topics of current research in probabilistic graphical modeling, learning from data and probabilistic inference. Coverage includes such topics as the characterization of conditional independence, the learning of graphical models with latent variables, and extensions to the influence diagram formalism as well as important application fields, such as the control of vehicles, bioinformatics and medicine.

Advances In Artificial Intelligence

Author : Osmar Zaiane
ISBN : 9783642384578
Genre : Computers
File Size : 34. 7 MB
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This book constitutes the refereed proceedings of the 25th Canadian Conference on Artificial Intelligence, Canadian AI 2012, held in Regina, SK, Canada, in May 2013. The 17 regular papers and 15 short papers presented were carefully reviewed and selected from 73 initial submissions and are accompanied by 8 papers from the Graduate Student Symposium that were selected from 14 submissions. The papers cover a variety of topics within AI, such as: information extraction, knowledge representation, search, text mining, social networks, temporal associations.

Advances In Practical Applications Of Agents And Multiagent Systems

Author : Yves Demazeau
ISBN : 3642123848
Genre : Computers
File Size : 31. 97 MB
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PAAMS, the International Conference on Practical Applications of Agents and Multi-Agent Systems is an international yearly stage to present, to discuss, and to disseminate the latest advances and the most important outcomes related to real-world applications. It provides a unique opportunity to bring multi-disciplinary experts, academics and practitioners together to exchange their experience in the development of Agents and Multi-Agent Systems. This volume presents the papers that have been accepted for the 2010 edition. These articles capture the most innovative results and this year’s advances. Each paper has been reviewed by three different reviewers, from an international com-mittee composed of 82 members from 26 different countries. From the 66 submissions received, 19 were selected for full presentation at the conference, and 14 were accepted as short papers. Moreover, PAAMS'10 incorporated special ses-sions and workshops to complement the regular program, which included 85 ac-cepted papers.

Intelligent Decision Making An Ai Based Approach

Author : Gloria Phillips-Wren
ISBN : 9783540768289
Genre : Mathematics
File Size : 26. 56 MB
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Intelligent Decision Support Systems have the potential to transform human decision making by combining research in artificial intelligence, information technology, and systems engineering. The field of intelligent decision making is expanding rapidly due, in part, to advances in artificial intelligence and network-centric environments that can deliver the technology. Communication and coordination between dispersed systems can deliver just-in-time information, real-time processing, collaborative environments, and globally up-to-date information to a human decision maker. At the same time, artificial intelligence techniques have demonstrated that they have matured sufficiently to provide computational assistance to humans in practical applications. This book includes contributions from leading researchers in the field beginning with the foundations of human decision making and the complexity of the human cognitive system. Researchers contrast human and artificial intelligence, survey computational intelligence, present pragmatic systems, and discuss future trends. This book will be an invaluable resource to anyone interested in the current state of knowledge and key research gaps in the rapidly developing field of intelligent decision support.

Advances In Artificial Intelligence

Author : Canadian Society for Computational Studies of Intelligence. Conference
ISBN : UOM:39015038546480
Genre : Computers
File Size : 41. 65 MB
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Ieee Wic International Conference On Web Intelligence

Author : IEEE Computer Society. Technical Committee on Computational Intelligence
ISBN : 0769519326
Genre : Computers
File Size : 85. 45 MB
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Web intelligence (WI) is a field of scientific research and development that deals with the fundamental roles and practical impacts of artificial intelligence (AI) and advanced information technology (IT) on the next generation of Web-empowered products, systems, services, and activities. Following the great success of WI 2001, WI 2003 covers the latest the state-of-the-art research in WI technologies and looks to cross-fertilize ideas on the development of Web-based intelligent information systems among the different domains.

17th Innovative Applications Of Artificial Intelligence Conference

Author :
ISBN : UCSC:32106018412442
Genre : Artificial intelligence
File Size : 78. 43 MB
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Proceedings Of The National Conference On Artificial Intelligence

Author :
ISBN : 157735236X
Genre : Artificial intelligence
File Size : 39. 41 MB
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The British National Bibliography

Author : Arthur James Wells
ISBN : STANFORD:36105211722678
Genre : English literature
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