Class Notes

1. Introduction (ps, pdf)
2. Intelligent Agents (ps, pdf)
3. Problem Solving and Search
(ps, pdf)
4. Search
   • Uninformed Search Strategies
   (ps, pdf)
   • Informed Search Strategies
   (ps, pdf)
   • Constraint Satisfaction I (pdf)*
   • Constraint Satisfaction II (pdf)*
5. Knowledge Representation and Reasoning
   • Knowledge Representation and Reasoning (ps, pdf)
   • Inference and Logic (ps, pdf)
   • First-Order Logic I (ps, pdf)
   • First-Order Logic II (ps, pdf)
   • Inference by Resolution (ps, pdf)
6. Planning
   • Planning and the Situation Calculus (ps, pdf)
   • Partial Order Planning
   (ps, pdf)
7. Reasoning with Uncertainty
   • Probabilities (ps, pdf)
   • Belief Networks (ps, pdf)
8. Learning
   • Inductive Learning I (ps, pdf)
   • Inductive Learning II (ps, pdf)
   • Learning in Neural Networks (ps, pdf)
   • Genetic Algorithms (ps, pdf)
9. Communicating
   • Agents and Communication (ps, pdf)
   • Analysis (ps, pdf)