New Jersey Institute of Technology
Department of Computer Science

CS370 - Introduction to Artificial Intelligence - Spring'2016

Monday 2:30 - 5:25PM, KUPF  203

Course Description | Goals | Outcomes | Readings | Tentative Contents | Grading Policy | Miscellaneous



Chengjun Liu, Ph.D.

Phone: 973-596-5280
Email:
chengjun.liu@njit.edu
Office: GITC 4306
Office Hours: Monday 1:25-2:25PM, Tuesday 3:30-5:30PM, or by appointment



Course Description

Specific Goals for the Course

Measurable Learning Outcomes

Readings Tentative Contents
  1. Introduction
  2. AI Basic Concepts
  3. Problem Solving
  4. Search
  5. Knowledge and Reasoning - Propositional Logic and Logical Agents
  6. Knowledge and Reasoning - Logical Reasoning
  7. Knowledge and Reasoning - First-Order Logic
  8. Knowledge and Reasoning - Inference in First-Order Logic
  9. Perception - Pictorial Knowledge Representation
  10. Perception - Search in Frequency Domain
  11. Perception - Search in Spatial Domain
  12. Learning
  13. Evolutionary Computation (optional)
  14. Robotics (optional)
Grading Policy
  • Homework 20%
  • Midterm exam 20%
  • Project and presentation (topics are related to our course Contents) 20%
  • Class attendance and participation 10%
  • Final exam 30%
  • Academic integrity and honesty are of paramount importance. NJIT Honor Code will be upheld, and any violations will be brought to the immediate attention of the Dean of Students.
    Miscellaneous