CMPE 480 Introduction to Artificial Intelligence

(Fall 2018)

Instructor: H. Levent AKIN

Phone: + 90 (212) 359 67 69
E-mail:akin@boun.edu.tr
Office: BM 32

Course Related

BOOKS

Recommended Text Book

Stuart Russell, Peter Norvig, Artificial Intelligence: A Modern Approach (3rd Edition), Pearson, 2009.

Reference Material

Ivan Bratko, Prolog Programming for Artificial Intelligence (4th Edition), Pearson, 2011.

Course Outline


• Introduction
• Agents
• Problem Solving and Search
• Uninformed Search
• Informed Search
• Constraint Satisfaction Problems
• Game Playing
• Knowledge Representation
• Logic
• Semantic Networks
• Frames
• Knowledge Based Systems
• Knowledge Elicitation
• Uncertainty
• Bayesian Approaches
  
• Fuzzy Logic
• Certainty Factors
• Machine Learning
• Robotics
• Natural Language Processing

Course Requirements:



• 2 Midterms    20 % each
• Final Exam    30% 
• Assignments    30%

Course Related Software



SWI Prolog