Choose an application

• Reference Manager
• EndNote
• RefWorks (Direct export to RefWorks)

Distributed artificial intelligence --- Intelligent agents (Computer software) --- Intelligence artificielle répartie --- Agents intelligents (Logiciels) --- Congresses --- Congresses --- Congrès --- Congrès

Choose an application

• Reference Manager
• EndNote
• RefWorks (Direct export to RefWorks)

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.

Distributed artificial intelligence --- Bayesian statistical decision theory --- Intelligent agents (Computer software) --- Intelligence artificielle répartie --- Statistique bayésienne --- Agents intelligents (logiciels) --- Data processing --- Informatique --- Information Technology --- Computer Science (Hardware & Networks) --- Distributed artificial intelligence. --- Intelligent agents (Computer software). --- Computer Science --- Engineering & Applied Sciences --- Data processing. --- Intelligence artificielle répartie --- Statistique bayésienne --- Agents, Autonomous (Computer software) --- Agents, Cognitive (Computer software) --- Agents, Intelligent (Computer software) --- Assistants, Cognitive (Computer software) --- Assistants, Intelligent software --- Autonomous agents (Computer software) --- Cognitive agents (Computer software) --- Cognitive assistants (Computer software) --- IAs (Computer software) --- Intelligent agent software --- Intelligent software agents --- Intelligent software assistants --- Software agents (Computer software) --- Special agents (Computer software) --- Bayes' solution --- Bayesian analysis --- DAI (Artificial intelligence) --- Distributed AI (Artificial intelligence) --- Artificial intelligence --- Statistical decision --- Computer programs --- E-books --- Multiagent systems. --- Agent-based model (Computer software) --- MASs (Multiagent systems) --- Multi-agent systems --- Systems, Multiagent