240420 Introduction to Artificial Intelligence

Announcement

Please check all information about this class from Syllabus

Lecture notes

• Chapter 1 Introduction (.pdf)
• Chapter 2 Intelligent agents (.PPT)(.pdf)
• SEARCHING
• Chapter 3 Uninformed Search Strategies (.pdf)
• Chapter 4 Informed search and exploration
• Part a (.pdf)
• Part b (.pdf)
• Chapter 5 Constraint satisfaction problems (.pdf)
• Chapter 6 Aversarial search (.pdf)
• LOGICS
• Chapter 7 Logical agents & propositional logic (.pdf)
• Chapter 8 First-order logic
• Chapter 9 Inference in First-Order Logic
• Introduction to Prolog Programming
• Knowledge Representation
• Chapter 11 Planning
• Chapter 13 Uncertainty
• Bayesian Networks
• Inference in Bayesian Networks
• AI and Expert System
• Natural Language Processing
• Introduction to Machine Learning
• Neural Networks
• Genetic Algorithm

Assignments

• Homework #1 (Due June 18, 2007 )
• Homework #2 (Out 28 June --- Due July 5, 2007 )
• Homework 3.
• Programming I (due June 28, 2007)