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Probabilistic reasoning in multiagent systems : a graphical models approach / / Yang Xiang [[electronic resource]]
Probabilistic reasoning in multiagent systems : a graphical models approach / / Yang Xiang [[electronic resource]]
Autore Xiang Yang <1954->
Pubbl/distr/stampa Cambridge : , : Cambridge University Press, , 2002
Descrizione fisica 1 online resource (xii, 294 pages) : digital, PDF file(s)
Disciplina 006.3
Soggetto topico Distributed artificial intelligence
Bayesian statistical decision theory - Data processing
Multiagent systems
ISBN 1-107-13315-7
0-521-15390-5
1-280-43403-1
9786610434039
0-511-17772-0
0-511-14812-7
0-511-30516-8
0-511-54693-9
0-511-04544-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intelligent Agents -- Reasoning about the Environment -- Why Uncertain Reasoning? -- Multiagent Systems -- Cooperative Multiagent Probabilistic Reasoning -- Application Domains -- Bayesian Networks -- Basics on Bayesian Probability Theory -- Belief Updating Using JPD -- Graphs -- Local Computation and Message Passing -- Message Passing over Multiple Networks -- Approximation with Massive Message Passing -- Belief Updating and Cluster Graphs -- Conventions for Message Passing in Cluster Graphs -- Relation with [lambda] -- [pi] Message Passing -- Message Passing in Nondegenerate Cycles -- Message Passing in Degenerate Cycles -- Junction Trees -- Junction Tree Representation -- Graphical Separation -- Sufficient Message and Independence -- Encoding Independence in Graphs -- Junction Trees and Chordal Graphs -- Triangulation by Elimination -- Junction Trees as I-maps -- Junction Tree Construction -- Belief Updating with Junction Trees -- Algebraic Properties of Potentials -- Potential Assignment in Junction Trees -- Passing Belief over Separators -- Passing Belief through a Junction Tree -- Processing Observations -- Multiply Sectioned Bayesian Networks -- The Task of Distributed Uncertain Reasoning -- Organization of Agents during Communication -- Agent Interface -- Multiagent Dependence Structure -- Linked Junction Forests -- Multiagent Distributed Compilation of MSBNs -- Multiagent Moralization of MSDAG -- Effective Communication Using Linkage Trees -- Linkage Trees as I-maps -- Multiagent Triangulation.
Record Nr. UNINA-9910456188103321
Xiang Yang <1954->  
Cambridge : , : Cambridge University Press, , 2002
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Probabilistic reasoning in multiagent systems : a graphical models approach / / Yang Xiang [[electronic resource]]
Probabilistic reasoning in multiagent systems : a graphical models approach / / Yang Xiang [[electronic resource]]
Autore Xiang Yang <1954->
Pubbl/distr/stampa Cambridge : , : Cambridge University Press, , 2002
Descrizione fisica 1 online resource (xii, 294 pages) : digital, PDF file(s)
Disciplina 006.3
Soggetto topico Distributed artificial intelligence
Bayesian statistical decision theory - Data processing
Multiagent systems
ISBN 1-107-13315-7
0-521-15390-5
1-280-43403-1
9786610434039
0-511-17772-0
0-511-14812-7
0-511-30516-8
0-511-54693-9
0-511-04544-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intelligent Agents -- Reasoning about the Environment -- Why Uncertain Reasoning? -- Multiagent Systems -- Cooperative Multiagent Probabilistic Reasoning -- Application Domains -- Bayesian Networks -- Basics on Bayesian Probability Theory -- Belief Updating Using JPD -- Graphs -- Local Computation and Message Passing -- Message Passing over Multiple Networks -- Approximation with Massive Message Passing -- Belief Updating and Cluster Graphs -- Conventions for Message Passing in Cluster Graphs -- Relation with [lambda] -- [pi] Message Passing -- Message Passing in Nondegenerate Cycles -- Message Passing in Degenerate Cycles -- Junction Trees -- Junction Tree Representation -- Graphical Separation -- Sufficient Message and Independence -- Encoding Independence in Graphs -- Junction Trees and Chordal Graphs -- Triangulation by Elimination -- Junction Trees as I-maps -- Junction Tree Construction -- Belief Updating with Junction Trees -- Algebraic Properties of Potentials -- Potential Assignment in Junction Trees -- Passing Belief over Separators -- Passing Belief through a Junction Tree -- Processing Observations -- Multiply Sectioned Bayesian Networks -- The Task of Distributed Uncertain Reasoning -- Organization of Agents during Communication -- Agent Interface -- Multiagent Dependence Structure -- Linked Junction Forests -- Multiagent Distributed Compilation of MSBNs -- Multiagent Moralization of MSDAG -- Effective Communication Using Linkage Trees -- Linkage Trees as I-maps -- Multiagent Triangulation.
Record Nr. UNINA-9910780283503321
Xiang Yang <1954->  
Cambridge : , : Cambridge University Press, , 2002
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Probabilistic reasoning in multiagent systems : a graphical models approach / / Yang Xiang
Probabilistic reasoning in multiagent systems : a graphical models approach / / Yang Xiang
Autore Xiang Yang <1954->
Edizione [1st ed.]
Pubbl/distr/stampa Cambridge ; ; New York, : Cambridge University Press, 2002
Descrizione fisica 1 online resource (xii, 294 pages) : digital, PDF file(s)
Disciplina 006.3
Soggetto topico Distributed artificial intelligence
Bayesian statistical decision theory - Data processing
Intelligent agents (Computer software)
ISBN 1-107-13315-7
0-521-15390-5
1-280-43403-1
9786610434039
0-511-17772-0
0-511-14812-7
0-511-30516-8
0-511-54693-9
0-511-04544-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intelligent Agents -- Reasoning about the Environment -- Why Uncertain Reasoning? -- Multiagent Systems -- Cooperative Multiagent Probabilistic Reasoning -- Application Domains -- Bayesian Networks -- Basics on Bayesian Probability Theory -- Belief Updating Using JPD -- Graphs -- Local Computation and Message Passing -- Message Passing over Multiple Networks -- Approximation with Massive Message Passing -- Belief Updating and Cluster Graphs -- Conventions for Message Passing in Cluster Graphs -- Relation with [lambda] -- [pi] Message Passing -- Message Passing in Nondegenerate Cycles -- Message Passing in Degenerate Cycles -- Junction Trees -- Junction Tree Representation -- Graphical Separation -- Sufficient Message and Independence -- Encoding Independence in Graphs -- Junction Trees and Chordal Graphs -- Triangulation by Elimination -- Junction Trees as I-maps -- Junction Tree Construction -- Belief Updating with Junction Trees -- Algebraic Properties of Potentials -- Potential Assignment in Junction Trees -- Passing Belief over Separators -- Passing Belief through a Junction Tree -- Processing Observations -- Multiply Sectioned Bayesian Networks -- The Task of Distributed Uncertain Reasoning -- Organization of Agents during Communication -- Agent Interface -- Multiagent Dependence Structure -- Linked Junction Forests -- Multiagent Distributed Compilation of MSBNs -- Multiagent Moralization of MSDAG -- Effective Communication Using Linkage Trees -- Linkage Trees as I-maps -- Multiagent Triangulation.
Record Nr. UNINA-9910819497103321
Xiang Yang <1954->  
Cambridge ; ; New York, : Cambridge University Press, 2002
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui