Probabilistic reasoning in multiagent systems: a graphical models approach
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2002
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| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | Includes bibliographical references (pages 287-291) and index Cover; Half-title; Title; Copyright; Contents; Preface; 1 Introduction; 2 Bayesian Networks; 3 Belief Updating and Cluster Graphs; 4 Junction Tree Representation; 5 Belief Updating with Junction Trees; 6 Multiply Sectioned Bayesian Networks; 7 Linked Junction Forests; 8 Distributed Multiagent Inference; 9 Model Construction and Verification; 10 Looking into the Future; Bibliography; Index This book identifies the technical challenges in building intelligent agents that can cooperate on complex tasks in an uncertain environment and provides a rigorous framework for meeting these challenges. It is the first book that addresses the subject of probabilistic inference by multiple agents using graphical knowledge representations |
| Beschreibung: | 1 Online-Ressource (xii, 294 pages) |
| ISBN: | 0511020740 9780511020742 0511045441 9780511045448 9780521813082 0521813085 0511148127 9780511148125 |
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Datensatz im Suchindex
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| any_adam_object | |
| author | Xiang, Yang |
| author_facet | Xiang, Yang |
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| author_sort | Xiang, Yang |
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| dewey-ones | 006 - Special computer methods |
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| dewey-search | 006.3 |
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| id | DE-604.BV042963681 |
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| language | English |
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| spelling | Xiang, Yang Verfasser aut Probabilistic reasoning in multiagent systems a graphical models approach Yang Xiang Cambridge Cambridge University Press 2002 1 Online-Ressource (xii, 294 pages) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references (pages 287-291) and index Cover; Half-title; Title; Copyright; Contents; Preface; 1 Introduction; 2 Bayesian Networks; 3 Belief Updating and Cluster Graphs; 4 Junction Tree Representation; 5 Belief Updating with Junction Trees; 6 Multiply Sectioned Bayesian Networks; 7 Linked Junction Forests; 8 Distributed Multiagent Inference; 9 Model Construction and Verification; 10 Looking into the Future; Bibliography; Index This book identifies the technical challenges in building intelligent agents that can cooperate on complex tasks in an uncertain environment and provides a rigorous framework for meeting these challenges. It is the first book that addresses the subject of probabilistic inference by multiple agents using graphical knowledge representations Intelligence artificielle répartie Statistique bayésienne Agents intelligents (Logiciels) COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Bayesian statistical decision theory / Data processing fast Distributed artificial intelligence fast Intelligent agents (Computer software) fast Agentia gtt Kunstmatige intelligentie gtt Gedistribueerde gegevensverwerking gtt Methode van Bayes gtt Decision support systems gtt Grafische methoden gtt Datenverarbeitung Distributed artificial intelligence Bayesian statistical decision theory Data processing Intelligent agents (Computer software) Mehragentensystem (DE-588)4389058-1 gnd rswk-swf Verteilte künstliche Intelligenz (DE-588)4281805-9 gnd rswk-swf Datenverarbeitung (DE-588)4011152-0 gnd rswk-swf Bayes-Entscheidungstheorie (DE-588)4144220-9 gnd rswk-swf Bayes-Entscheidungstheorie (DE-588)4144220-9 s Datenverarbeitung (DE-588)4011152-0 s 1\p DE-604 Mehragentensystem (DE-588)4389058-1 s 2\p DE-604 Verteilte künstliche Intelligenz (DE-588)4281805-9 s 3\p DE-604 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=78385 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Xiang, Yang Probabilistic reasoning in multiagent systems a graphical models approach Intelligence artificielle répartie Statistique bayésienne Agents intelligents (Logiciels) COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Bayesian statistical decision theory / Data processing fast Distributed artificial intelligence fast Intelligent agents (Computer software) fast Agentia gtt Kunstmatige intelligentie gtt Gedistribueerde gegevensverwerking gtt Methode van Bayes gtt Decision support systems gtt Grafische methoden gtt Datenverarbeitung Distributed artificial intelligence Bayesian statistical decision theory Data processing Intelligent agents (Computer software) Mehragentensystem (DE-588)4389058-1 gnd Verteilte künstliche Intelligenz (DE-588)4281805-9 gnd Datenverarbeitung (DE-588)4011152-0 gnd Bayes-Entscheidungstheorie (DE-588)4144220-9 gnd |
| subject_GND | (DE-588)4389058-1 (DE-588)4281805-9 (DE-588)4011152-0 (DE-588)4144220-9 |
| title | Probabilistic reasoning in multiagent systems a graphical models approach |
| title_auth | Probabilistic reasoning in multiagent systems a graphical models approach |
| title_exact_search | Probabilistic reasoning in multiagent systems a graphical models approach |
| title_full | Probabilistic reasoning in multiagent systems a graphical models approach Yang Xiang |
| title_fullStr | Probabilistic reasoning in multiagent systems a graphical models approach Yang Xiang |
| title_full_unstemmed | Probabilistic reasoning in multiagent systems a graphical models approach Yang Xiang |
| title_short | Probabilistic reasoning in multiagent systems |
| title_sort | probabilistic reasoning in multiagent systems a graphical models approach |
| title_sub | a graphical models approach |
| topic | Intelligence artificielle répartie Statistique bayésienne Agents intelligents (Logiciels) COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Bayesian statistical decision theory / Data processing fast Distributed artificial intelligence fast Intelligent agents (Computer software) fast Agentia gtt Kunstmatige intelligentie gtt Gedistribueerde gegevensverwerking gtt Methode van Bayes gtt Decision support systems gtt Grafische methoden gtt Datenverarbeitung Distributed artificial intelligence Bayesian statistical decision theory Data processing Intelligent agents (Computer software) Mehragentensystem (DE-588)4389058-1 gnd Verteilte künstliche Intelligenz (DE-588)4281805-9 gnd Datenverarbeitung (DE-588)4011152-0 gnd Bayes-Entscheidungstheorie (DE-588)4144220-9 gnd |
| topic_facet | Intelligence artificielle répartie Statistique bayésienne Agents intelligents (Logiciels) COMPUTERS / Enterprise Applications / Business Intelligence Tools COMPUTERS / Intelligence (AI) & Semantics Bayesian statistical decision theory / Data processing Distributed artificial intelligence Intelligent agents (Computer software) Agentia Kunstmatige intelligentie Gedistribueerde gegevensverwerking Methode van Bayes Decision support systems Grafische methoden Datenverarbeitung Bayesian statistical decision theory Data processing Mehragentensystem Verteilte künstliche Intelligenz Bayes-Entscheidungstheorie |
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