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Classes-CS271-Notes

Notes for CS271, Intro to AI

These notes are intended to go along with Russell & Norvig's textbook...

Topics:
Introduction
Search

• Uninformed Search?
• Heuristic Search, A*
• Local Search?

Games

• Min-max search and pruning?
• Monte Carlo search methods?

Constraint Satisfaction
Knowledge Representation and Logic

• Propositional Logic
• First-order Logic

Other topics?
Planning
Learning basics
Learning, decision processes
Graphical models