Class Notes

1. Introduction (1to1, 2to1)
2. Intelligent Agents (1to1, 2to1)
3. Problem Solving and Search
(1to1, 2to1)
4. Search
   • Uninformed Search Strategies
   (1to1, 2to1)
   • Informed Search Strategies
   (1to1, 2to1)
5. Knowledge Representation and Reasoning
   • Knowledge Representation and Reasoning (1to1, 2to1)
   • Inference and Logic (1to1, 2to1)
   • First-Order Logic I (1to1, 2to1)
   • First-Order Logic II (1to1, 2to1)
   • Inference by Resolution (1to1, 2to1)
6. Reasoning under Uncertainty
   • Probabilities (1to1, 2to1)
   • Belief Networks (1to1, 2to1)
   • Decision Networks (1to1, 2to1)(*)
7. Learning
   • Inductive Learning I (1to1, 2to1)
   • Inductive Learning II (1to1, 2to1)
   • Learning in Neural Networks (1to1, 2to1)
   • Genetic Algorithms (1to1, 2to1)

(*) Courtesy of the authors of Artificial Intelligence: A Modern Approach, Prentice Hall.