CS 409-609 PRINCIPLES OF ARTIFICIAL INTELLIGENCE


Course Syllabus

For all articles outside of the text book, see Supplementary Required Readings.

  DAY      TOPIC                HOMEWORK DUE  READINGS    (L) = LISP text   ---      -----                ------------  --------    ------------------- Sep. 8    Introduction to Course  none            and Discussion
Sep. 13    Introduction to AI           *     Chapter 1,  Sections  1.1-1.5,
           and Symbolic Computation                      
                                              Preface(L)  pp. vii-x

Sep. 15    Intelligent Agents                 Chapter 2,  Sections  2.1-2.5;
                                              Chapt.1(L)  Sections  1.1-1.10

Sep. 20    Problem-Solving Agents and   *     Chapter 3,  Sections  3.1-3.3
           Representation                     Chapt.2(L)  Sections  2.1-2.6 

Sep. 22    Problem Spaces and Search         Chapter 3,  Sections  3.4-3.5, 3.7
                                              Chapter 4,  Section   4.1(pp.94-98)
                                              Chapt.3(L)  Sections  3.1-3.3

Sep. 27    Knowledge, Reasoning and     *     Chapter 7,  Sections  7.1-7.4,
           Knowledge-Based Agents                                   7.8 
                                              Chapt.3(L)  Sections  3.4-3.14

Sep. 29    Logic Representations           Chapter 8,  Sections  8.1-8.3
8.5 
          
Oct. 4 Logical Inference           Chapter 9,  Sections  9.1; 9.2
Oct.  6    Knowledge Bases, Memory            Chapter 10, Sections  10.1; 10.2
           Organization, & Frame Repr.

Oct. 11    Case-Based Reasoning                           Kolodner Article
  
Oct. 13    Midterm  (drop day Oct. 25)
Oct. 18    Planning and                 *     Chapter 11, Sections 11.1; 11.2 
           Planning Agents                               

Oct. 20    State-Space Planning and                       Veloso Article (1st half)
           PRODIGY Planning Demonstration           

Oct. 25    Case-Based Planning * Veloso Article (2nd half)

Oct. 27 TBA


Nov.  1    Communication Agents and     *     Chapter 22, Sections 22.1-22.2;
           Natural Language Processing Chapt.19(L) Sections 19.1-19.2
Nov.  3    Natural Language Processing        Chapt.19(L) Sections 19.3-19.5
Nov.  8    Learning from Observation          Chapter 18, Sections 18.1; 18.2;
                                                    18.3(pp.653-659)
Nov. 10    Knowledge in Learning              Chapter 19, Sections 19.1-19.3
Nov. 15    Final Exam 5:45-7:45 PM


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