Advanced Artificial Intelligence
Notes on 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