Department of Computer Science, RIT (Fall 2016)
CSCI 630-01 Foundations of Intelligent Systems
Instructor: Prof. Richard Zanibbi
( rxzvcs(at)rit.edu )
Office Hrs (GOL-3551): W 10-11:50am, Fri. 2-3pm
Lectures (GOL-3455): MWF 1-2pm
Teaching Assistant: Kenny Davila (kxd7282(at)rit.edu)
Office Hrs (DPRL Lab GOL-3500): Tues/Thurs 1-2pm, starting Week 2
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Please note the schedule and readings may change during the quarter. Changes to the schedule will be announced in-class and on the 'news' web page.
Week Topics Notes 1 Overview and History Ch. 1.1 - 1.5, 2 --- Search (3 weeks) 2 Search Review Ch. 3.1-3.4 3 Informed (Heuristic) Search (No class Mon.) Assignment 1 Due Ch. 3.5-3.7; 4.1-4.2 4 Game Search and Minimax Assignment 2 Due Ch. 5 --- Machine Learning (6 weeks) 5 Probability Review Project 1 Assigned Ch. 13.1-13.3, Appendix A 6 Decision Trees, AdaBoost Wed: Career Fair Chs. 18.1-18.3, 18.10 7 Logistic Regression Project 1 Due Ch. 18.6 8 Multi-Layer Perceptrons (Class on "Muesday") Ch. 18.7, Notes 9 Machine Learning, Continued Fri: Midterm
Assignment 3 Due10 Machine Learning, Continued --- Logic and Logic Programming (4 weeks) 11 Propositional Logic Project 2 Assigned Ch. 7 12 Predicate Logic A4 Due Ch. 8.1-8.5 13 Predicate Logic, Continued Project 2 is Due Ch. 9 14 Logic, Cont'd (No class Wed. and Fri.) --- Review and Applications (2 weeks) 15-16 Group Research Pres. and Review Assignment 5 due (Wk 15) --- 17 Final Exam: 12:30-2:30pm, Fri. Dec. 16, 2016 Location: GOL-3455 (Classroom)