ClassInfo

CSC 480 Artificial Intelligence I

Bamshad Mobasher

Office: CDM 833
Spring 2019-2020
Class number: 30999
Section number: 901
Th 5:45PM - 9:00PM
REMOT E0000

Summary

The course provides an in-depth survey of important concepts, problems, and techniques in artificial intelligence, including heuristic search, adversarial search in games, logical inference and reasoning,  reasoning with uncertainty, and machine learning. A particular focus and a unifying theme of the course will be the concept of intelligent agents. For more information, please visit: http://facweb.cs.depaul.edu/mobasher/classes/CSC480.



Texts

Artificial Intelligence: A Modern Approach, Third edition, by Stuart Russell and Peter Norvig. Prentice-Hall.



Grading

The structure and grading in the class will be centered around 4 assignments, several online quizzes, and a final exam. The assignments will generally involve a significant amount of programming, but may also include written problems related to topics covered in class. You are welcome to discuss the assignments together with other students in class, including on the class discussion forums, but you must develop and submit your own solution. Late assignments will be penalized 10% per day (with weekends counting as one day). The quizzes are primarily designed for you to test your knowledge of the material related to topics covered in class. The online quizzes will be administered through D2L. Typically, the quizzes will be graded automatically and you will have an opportunity to submit them up to three times within a limited period of time. The final exam will be comprehensive and will include questions analogous to those on online quizzes. The final exam will be administered online during the designated time for this class (during the official class day and period on the finals week).

The final grade will be determined (tentatively) based on the following scheme:

Assignments = 60%
Quizzes = 15%
Final Exam = 25%

The general grading scheme will be based on a curve. At the end of the quarter, some adjustments may be made based on overall class performance as well as signs of individual effort. Pluses and minuses will be given at the high/low ends of each grade range.



Prerequisites

CSC 403 (or equivalent background in programming and data structures regardless of language).



List of Topics

  • Introduction to AI
  • Intelligent Agents
  • Heuristic Search
  • Adversarial Search and Games
  • Constraint Satisfaction Problems
  • Logical Inference and Reasoning Agents
  • Probabilistic Reasoning
  • Machine Learning
  • Reinforcement Learning


School policies:

Changes to Syllabus

This syllabus is subject to change as necessary during the quarter. If a change occurs, it will be thoroughly addressed during class, posted under Announcements in D2L and sent via email.

Online Course Evaluations

Evaluations are a way for students to provide valuable feedback regarding their instructor and the course. Detailed feedback will enable the instructor to continuously tailor teaching methods and course content to meet the learning goals of the course and the academic needs of the students. They are a requirement of the course and are key to continue to provide you with the highest quality of teaching. The evaluations are anonymous; the instructor and administration do not track who entered what responses. A program is used to check if the student completed the evaluations, but the evaluation is completely separate from the student’s identity. Since 100% participation is our goal, students are sent periodic reminders over three weeks. Students do not receive reminders once they complete the evaluation. Students complete the evaluation online in CampusConnect.

Academic Integrity and Plagiarism

This course will be subject to the university's academic integrity policy. More information can be found at http://academicintegrity.depaul.edu/ If you have any questions be sure to consult with your professor.

Academic Policies

All students are required to manage their class schedules each term in accordance with the deadlines for enrolling and withdrawing as indicated in the University Academic Calendar. Information on enrollment, withdrawal, grading and incompletes can be found at http://www.cdm.depaul.edu/Current%20Students/Pages/PoliciesandProcedures.aspx.

Students with Disabilities

Students who feel they may need an accommodation based on the impact of a disability should contact the instructor privately to discuss their specific needs. All discussions will remain confidential.
To ensure that you receive the most appropriate accommodation based on your needs, contact the instructor as early as possible in the quarter (preferably within the first week of class), and make sure that you have contacted the Center for Students with Disabilities (CSD) at:
Lewis Center 1420, 25 East Jackson Blvd.
Phone number: (312)362-8002
Fax: (312)362-6544
TTY: (773)325.7296