Advanced Artificial Intelligence

Advanced Artificial Intelligence

• Introduction
• State Space Search
• AI Production Systems
• Hill Climbing Algorithm
• Backtracking
• Graph Search
• Commutative Production Systems
• Backtracking Strategies
• General Graph Search Algorithm
• Heuristic Search Procedure
• Algorithm A
• Algorithm A*
• Heuristic Functions: Continued
• Plan Generation
• Approximate Search Methods
• Learning Heuristic Functions
• Rewards Instead of Goals
• Genetic Algorithms
• Simulated Annealing
• Predicate Calculus
• Uncertainty Management