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About AIspace
What are the three key components of a belief network?
A directed acyclic graph, with each node a random variable.
A domain for each of the random variables.
A set of conditional probability distributions giving P (X|parents(X)) for each variable X.
Main Tools:
Graph Searching
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Consistency for CSP
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SLS for CSP
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Deduction
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Belief and Decision Networks
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Decision Trees
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Neural Networks
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STRIPS to CSP