School Of Computer, Data And Mathematical SciencesAdvanced Topics in Artificial IntelligenceWestern Sydney University Unit Code: 301196.2
Discipline: INFORMATION TECHNOLOGY NOT ELSEWHERE CLASSIFIED
Student Contribution Band: 2
Level: 7
Credit Points: 10
Co ordinator
Dongmo Zhang
Assumed Knowledge
This unit requires basic skills in programming with either JAVA or C++ as the programming language.
Incompatible Units
300245 Intelligent Agents; 300385 Automated Negotiation and e-Trading; 300769 Intelligent Agents for eMarkets
Unit Enrolment Restrictions
Students must be enrolled in a postgraduate course.
Teaching Periods
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About this UnitThis unit introduces the most fundamental techniques of artificial intelligence (AI), including knowledge representation, searching, machine learning and intelligent agents. Students will learn the basic theories and algorithms that are essential in the design and development of intelligent systems. The unit will focus on two typical AI applications: game playing and e-trading. Students will have the chance of using existing multiagent system platforms to design and develop intelligent software for game playing and automated trading in e-markets.
Courses| 3698.4 | Master of Information and Communications Technology (Advanced) | CURRENT |
| 3699.4 | Master of Information and Communications Technology | CURRENT |
| 3700.2 | Graduate Diploma in Information and Communications Technology | CURRENT |
| 3735.1 | Master of Data Science | CONTINUING |
| 3735.2 | Master of Data Science | CURRENT |
| 3752.1 | Master of Project Management | CONTINUING |
| 3752.2 | Master of Project Management | CONTINUING |
| 3752.3 | Master of Project Management | CONTINUING |
| 3752.4 | Master of Project Management | CURRENT |
| 3760.1 | Graduate Diploma in Project Management (exit only) | CONTINUING |
| 3760.2 | Graduate Diploma in Project Management (exit only) | CONTINUING |
| 3765.1 | Master of Artificial Intelligence | CURRENT |
| 3766.1 | Graduate Diploma in Artificial Intelligence (Exit only) | CURRENT |
| 3775.1 | Graduate Diploma in Information Governance | CURRENT |
| 3779.1 | Master of Information Governance | CURRENT |
| 3780.1 | Master of Information and Communications Technology/Master of Data Science | CURRENT |
| 3786.1 | Graduate Diploma in Project Management | CURRENT |
| 8083.2 | Bachelor of Research Studies | CURRENT |
| MICTRES.1 | Master of Information and Communications Technology (Research) | CURRENT |
Specialisations
| A3025.1 | Graduate Diploma in Information and Communications Technology Pathway A - 1.5 years | CURRENT |
| A3026.1 | Graduate Diploma in Information and Communications Technology Pathway B - 1 year | CURRENT |
| A3027.1 | Graduate Diploma in Information and Communications Technology Pathway C - 1 year | CURRENT |
| A3037.1 | Master of Information and Communications Technology (Advanced) Pathway A - 2.5 years | CURRENT |
| A3038.1 | Master of Information and Communications Technology (Advanced) Pathway B - 2 year program | CURRENT |
| A3039.1 | Master of Information and Communications Technology (Advanced) Pathway C - 2 years | CURRENT |
| A3040.1 | Master of Information and Communications Technology Pathway A - 2 years | CURRENT |
| A3041.1 | Master of Information and Communications Technology Pathway B - 1.5 years | CURRENT |
| A3042.1 | Master of Information and Communications Technology Pathway C - 1.5 years | CURRENT |
| A3043.1 | Master of Project Management - Pathway A - Research | CURRENT |
| A3044.1 | Master of Project Management - Pathway B - Coursework | CURRENT |
| A3045.1 | Master of Project Management - Pathway C - Work Placement | CURRENT |
| A3046.1 | Master of Communications Technology/Master of Data Science - Pathway A - 3 year program | CURRENT |
| A3047.1 | Master of Info and Com Technology/Master of Data Sci - Pathway B - 2.5 Year program | CURRENT |
| A3048.1 | Master of Communications Technology/Master of Data Science - Pathway C -2.5 yr program | CURRENT |
| ST3059.1 | Information Technology | CURRENT |
| ST3064.1 | Artificial Intelligence | CONTINUING |
| ST3065.1 | Cybersecurity | CURRENT |
| ST3075.1 | Artificial Intelligence | CURRENT |
| ST3081.1 | Artificial Intelligence | CURRENT |