ITCS 6150/8150             Intelligent Systems                 Fall 2019



Textbook:
Artificial Intelligence, a Modern Approach
Stuart Russell, Peter Norvig
Prentice Hall Series in AI


What subjects and when will be covered:




Date Topic Reading Slides
Week 1 Aug 22 Introduction
Agents
Uniformed Searches
Informed Searches
Chapter 1
Chapter 2
Chapter 3
Chapter 4
PowerPoint
PowerPoint
PowerPoint
PowerPoint
Week 2 Aug 29 Dijkstra Algorithm
Informed Searches
Chapter 4
Games
Sudoku
PowerPoint
PowerPoint
PowerPoint
Week 3 Sept 5 Advesarial Search Chapter 6
Sample Problems
PowerPoint
PDF
Week 4 Sept 12 Logical Agents
Puzzles
Propositional Logic
Chapter 7 PowerPoint
PDF
PowerPoint
Week 5 Sept 19 Project Assignment
Exercises Booklet

Week 6 Sept 26 Propositional Logic
Chapter 7 PowerPoint
PDF
Week 7 Oct 3 Review PDF
Week 8 Oct 10 Midterm Exam
Week 9 Oct 17 First-Order Logic
Chapter 8
Exercises

PowerPoint
PDF
Week 10 Oct 24 First-Order Logic Chapter 9 PowerPoint
PowerPoint
Week 11 Oct 31 First-Order Logic
Complex Decisions
Chapter 9
Chapter 17
PowerPoint
PowerPoint
Week 12 Nov 7 Granular Computing PowerPoint
Week 13 Nov 14 Intelligent Systems in Healthcare
Intelligent Systems in Music
Intelligent Systems in Business

PowerPoint
PowerPoint
PowerPoint
Week 14 Nov 21 Review Link
Dec 2 PROJECT DUE DATE
Final Dec 12 Final Exam 8:00am-10:30am
Decision Trees
Association Rules
Link
Link


ADDITIONAL PRESENTATIONS

  • Intelligent Agents or alternate Presentation (PPT format)
  • More about Intelligent Agents (PPT format)
  • Solving Problems by Searching or alternate Presentation (PPT format)
  • Informed Search Algorithms or alternate Presentation (PPT format)
  • Constraint Satisfaction Problems or alternate Presentation (PPT format)
  • Game Playing or alternate Presentation (PPT format)
  • Agents and Propositional Logic or alternate Presentation (PPT format)
  • Logic Agents (PPT format)
  • First Order Logic (FOL) or alternate Presentation (PPT format)
  • Lecture I (Logic)(PPT format)
  • Lecture II (Logic)(PPT format)
  • Lecture III (Logic)(PPT format)
  • Inference in FOL or alternate Presentation (PPT format)
  • Learning(PPT format)
  • Knowledge Discovery (PPT format)
  • Planning(PPT format)
  • Planning in Real World(PPT format)
  • Problem 3 (Solution)


    • Midterm: October 10 (Thursday)
    • Project - deadline to submit: December 2
    • Final: December 12 (Thursday), 8:00-10:30am


    Grades

    • Midterm - 30 points, Final - 30 points, Project - 30 points, Class Attendance - 10 points (can not miss more than 3 classes)
    • Grade A from 90 to 100 points, Grade B from 80 to 89 points, Grade C from 65 to 79 points.

  • Sample Problems


    Class meetings:

                Location: Wood 140
                Time: Wednesday, 8:30-11:15am


    Instructor:       Zbigniew W. Ras

    Office: Location: Woodward Hall 430C
    Telephone: 704-687-8574
    Office Hours: Thursday: 11:30am-1:00pm
    e-mail: ras@uncc.edu

    TA I:       Yuehua Duan

    Office: Location: Woodward Hall 402 [KDD Lab]
    Telephone: 704-687-8546
    Office Hours: Thursday, 12:00-4:00pm
    e-mail: yduan2@uncc.edu

    TA II:       Shailaja Yadav

    Office: Location: Woodward Hall 402 [KDD Lab]
    Telephone: 704-687-8546
    Office Hours: Tuesday & Friday, 2:00-4:00pm
    e-mail: syadav4@uncc.edu