Introduction to Artificial IntelligenceInstructor: Henry Kautz
Textbook: Artificial Intelligence: A Modern Approach (3rd Edition), Stuart Russell & Peter Norvig
Download Slides from here
| Topic | Slides |
| search & planning | search.ppt graph-search demo |
| game playing | games_and_pp.ppt |
| from propositional logic to Prolog | logic-to-prolog.ppt
Online Prolog tutuorial: http://www.amzi.com/ AdventureInProlog/ |
| natural language processing | nlp-all.pdf |
| introduction to probabilistic reasoning | (see slides below) |
| algorithms for probabilistic reasoning | revised & updated set of slides on probablistic reasoning: revised-rn-bayes-all.pdf |
| robotics & probabilistic reasoning over time | Probabilistic Reasoning Over Time - includes description of particle filtering algorithm rn-ch15-abbrev.pdf - slides for R&N Chapter 15 |
| rule learning | Decision Trees |
| neural networks & Bayesian learning | Neural Nets Bayesian Learning |
| local search genetic algorithms | local search |
| take home final exam due, either by email to kautz@cs.washington.edu or by hardcopy delivered to the CSE front desk. |
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