CS323: AI
END SEM Exam Syllabus
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A* search, Simulated Annealing, Genetic Algorithms.
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Constraint Satisfaction Problems: Backtracking search for CSPs, Local search for CSPs
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Adversarial Search: Optimal Decision in Games, The minimax algorithm, Alpha-Beta pruning
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Knowledge Representation: Ontological engineering, categories, objects, actions, situations, Situation Calculus, semantic networks, description logics, reasoning with default systems.
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Planning: Planning with state space search, Partial-Order Planning, Planning Graphs, Planning with Propositional Logic, hierarchical task network planning, non-deterministic domains, conditional planning, continuous planning, multi-agent planning.
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Miscellaneous Topics: Fuzzy logic systems, Natural Language Processing