ARTIFICIAL INTELLIGENCE FUNDAMENTALS
CSE2AIF
2014
Credit points: 15
Subject outline
This subject covers the fundamental areas of Artificial Intelligence, focussing on knowledge representation and search. Main topics include historical foundations and applications areas; state-space search; game-playing; knowledge representation languages including predicate calculus, semantic networks, conceptual graphs and frames; rule-based expert systems; and an introduction to symbolic and connectionist machine learning.
Faculty: Faculty of Science, Tech & Engineering
Credit points: 15
Subject Co-ordinator: Andrew Skabar
Available to Study Abroad Students: Yes
Subject year level: Year Level 2 - UG
Exchange Students: Yes
Subject particulars
Subject rules
Prerequisites: CSE1IOO
Co-requisites: N/A
Incompatible subjects: CSE2AI, CSE4FAI
Equivalent subjects: N/A
Special conditions: N/A
Learning resources
Readings
| Resource Type | Title | Resource Requirement | Author and Year | Publisher |
|---|---|---|---|---|
| Readings | Artificial intelligence: structures and strategies for complex problem solving. | Prescribed | Luger, G. | 6TH EDN., ADDISON WESLEY |
| Readings | Artificial intelligence: A modern approach. | Recommended | Russel, S. and Norvig, P. | 2ND EDN., PRENTICE-HALL |
Dandenong, 2014, Semester 2, Day
Overview
Online enrolment: Yes
Maximum enrolment size: N/A
Enrolment information:
Subject Instance Co-ordinator: Andrew Skabar
Class requirements
Computer LaboratoryWeek: 31 - 43
One 2.0 hours computer laboratory per week on weekdays during the day from week 31 to week 43 and delivered via face-to-face.
LectureWeek: 31 - 43
Two 1.0 hours lecture per week on weekdays during the day from week 31 to week 43 and delivered via face-to-face.
Assessments
| Assessment element | Comments | % |
|---|---|---|
| Assignment 1 (equiv to 500 words) | 10 | |
| Assignment 2 (equiv to 1000 words) | 20 | |
| One 3-hour examination | 70 |
Melbourne, 2014, Semester 2, Day
Overview
Online enrolment: Yes
Maximum enrolment size: N/A
Enrolment information:
Subject Instance Co-ordinator: Andrew Skabar
Class requirements
LectureWeek: 31 - 43
Two 1.0 hours lecture per week on weekdays during the day from week 31 to week 43 and delivered via face-to-face.
Computer LaboratoryWeek: 31 - 43
One 2.0 hours computer laboratory per week on weekdays during the day from week 31 to week 43 and delivered via face-to-face.
Assessments
| Assessment element | Comments | % |
|---|---|---|
| Assignment 1 (equiv to 500 words) | 10 | |
| Assignment 2 (equiv to 1000 words) | 20 | |
| One 3-hour examination | 70 |