COM 1410 Artificial Intelligence

Course Description and Catalog Information
Course Information (links to past and current course materials)
Course Format
Course Coordinator
Textbooks and References
Course Goals
Prerequisites by Topic
Major Topics Covered in Course
Laboratory Projects

Course Description

Focuses on approaches to making computers act intelligently by studying current methods for automated understanding, problem solving, optimal search, knowledge representation, vision, and learning. Students perform experiments with semantic nets, logical deduction systems, evidential reasoning systems, and/or neural net.

4 QH credit
Prerequisite: COM 1201, COM 1340.


Course Information

Course is offered only during the Winter quarter. CS majors are guaranteed a place in class.
 
  • Winter 2001
  • Course Format

    This is an elective course for  BS CS majors, a 'focused elective' course for BA CS majors, and an elective for BS IS majors.

    Course Coordinators

    Professor Ronald Williams and Carole Hafner
    rjw@ccs.neu.edu and hafner@ccs.neu.edu

    Textbooks and References

    Fall 2000

    Course Goals

    Prerequisites by Topic

    Algorithms and Data Structures II
    Lisp programming (now part of the Recursive Thinking course).

    Major Topics Covered in the Course

  • Problem solving through search, including informed search and game playing
  • Reasoning agents, inference in first-order logic, and the use of first-order logic to describe to describe situations in the world
  • Planning
  • Laboratory projects

  • Completing and running a Lisp program to solve water-jug puzzles, given instructor-supplied code for performing iterative-deepening depth-first search.  (2 weeks)
  • Completing and running a Lisp program to find shortest 8-puzzle solutions, given instructor-supplied code for performing A* search.  This included testing three different heuristic functions and reporting number of nodes expanded using each.  (2 weeks)
  • Encoding some simple knowledge in the form of "facts" and "rules" and running instructor-supplied forward and backward chaining programs on them. (2 weeks)

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