Probabilistic reasoning in multiagent systems : a graphical models approach /
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 u...
Clasificación: | Libro Electrónico |
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Autor principal: | |
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
Cambridge ; New York :
Cambridge University Press,
2002.
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Temas: | |
Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 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.