#### Artificial Intelligence

# Introduction to Artificial Intelligence PPT Slides

# Introduction to Artificial Intelligence

# PPT SLIDES

- introduction to AI
- problem-solving using state-space search
- uninformed search algorithms
- informed/heuristic search
- local search and optimization
- constraint satisfaction problems
- adversarial search and game-playing
- propositional logic
- first-order logic
- inference for first-order logic
- knowledge and uncertainty
- Bayesian networks
- Introduction to machine learning
- Machine learning: part 2

# Foundations of Artificial Intelligence PPT

FOUNDATIONS OF ARTIFICIAL INTELLIGENCE PPT

# Artificial Intelligence PPT

ARTIFICIAL INTELLIGENCE PPT

# INSTRUCTOR: Geiger, Davi

*Books: Artificial Intelligence: A Modern Approach. (Second Edition) by Stuart Russell and Peter Norvig *

Syllabus:

Syllabus:

1. Introduction to Artificial Intelligence.

Intelligent Agents (ppt)

2. Problem Solving: Search, Informed Search, Game Playing

Search (ppt)

3.Computer Vision and Inference

Introduction to Computer Vision and Inference (ppt)

4. Knowledge and Logic

Propositional or Boolean Logic (ppt)

The extra class is this Friday, April 11th, at 3 pm (*not 5 pm*) in room 109, WWH. We will complete the inference in first order logic.

5. Uncertainty & Learning

Uncertainty and Probability (ppt)

*Evaluation: 60% final exam, 40% mid term exam. Hoemworks are provided to help students learn the material, but no grading will be done.*

Midterm Exam: Tuesday March 11th.

MidtermExam.Solution (pdf)

Midterm Exam: Tuesday March 11th.

MidtermExam.Solution (pdf)

Final Exam: May 13th, 7pm to 9 pm

It covers all the material in the course, including chapter 18th, but not chapter 20th.

Last year, 2007, exam and solution is here (pdf)

Final Exam: May 13th, 7pm to 9 pm

It covers all the material in the course, including chapter 18th, but not chapter 20th.

Last year, 2007, exam and solution is here (pdf)

*Homeworks: Students are encouraged to work with others. There is no grading. Solutions will be posted two weeks after the problems are posted.*

Homework1 (txt)

Posted January 30th.

Solution1 (pdf)

Posted February 20th.

Solution1 (pdf)

Posted February 20th.

Homework2 (txt)

Posted February 20th.

Homework2 (txt)

Posted February 20th.

Solution2 (pdf)

Posted February 27th.

Solution2 (pdf)

Posted February 27th.

Homework3 (txt)

Posted April 1st.

Homework3 (txt)

Posted April 1st.

Solution3 (pdf)

Posted April 20th.

Solution3 (pdf)

Posted April 20th.

Homework4 (txt)

Posted April 20th.

Homework4 (txt)

Posted April 20th.

* Solution4 (pdf) *

Posted April 20th.

Posted April 20th.