CS323: AI

END SEM Exam Syllabus

• A* search, Simulated Annealing, Genetic Algorithms.
• Constraint Satisfaction Problems: Backtracking search for CSPs, Local search for CSPs
• Adversarial Search: Optimal Decision in Games, The minimax algorithm, Alpha-Beta pruning
• Knowledge Representation: Ontological engineering, categories, objects, actions, situations, Situation Calculus, semantic networks, description logics, reasoning with default systems.
• 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.
• Miscellaneous Topics: Fuzzy logic systems, Natural Language Processing