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Some concept of Artificial Intelligence are Agents and Problem Solving, Autonomy, Programs, Classical and Modern Planning, First-Order Logic, Resolution Theorem Proving, Search Strategies, Structure Learning. Main points of this lecture are: Uncertainty and Probabilistic Reasoning, Graphical Models Preliminaries, Conditional Independence, Bayesian, Acyclic Directed Graph Model, Conditionally Independent, Thunder, Vertices, Edges, Markov Condition
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