Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms

English | ISBN: 162705197X | 2014 | 192 pages | PDF | 4 MB

Graphical models e.g. Bayesian and constraint networks, influence diagrams, and Markov decision processes have become a central paradigm for knowledge representation and reasoning in both artificial intelligence and computer science in general.

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