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Transcript
Advanced Artificial Intelligence
Hoá NGUYEN
College of Technology
Vietnam National University, Hanoi
[email protected]
Introduction
„
Overview
‰
‰
About the theory and practice of constructing systems (machines)
that can be considered intelligent
Covering both theoretical aspects of AI through readings and
practical aspects of AI through programming and implementation
„
Volume: 3 Credits
„
Prerequisite
‰
‰
‰
Data Structures & Algorithms
Discrete Mathematic
Introduction to Artificial Intelligence
AI++ - Hoá NGUYEN - Information Systems Department, 2007
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Objectives
„
Aimed at students who already have introductory knowledge
of AI
„
Course aims to provide introduction to key advanced topics
‰
„
Covers both theory and practical applications
‰
„
Students would be able to advance more quickly into research or into
the next level courses, such as Agents & Multi-Agent
Attempt to maintain a balance
Cover some of the new paradigms in AI research
AI++ - Hoá NGUYEN - Information Systems Department, 2007
3
Lecture Plan
„
Lecture 1: Course overview
‰
„
Lecture 2: Introduction to Agent
‰
‰
„
‰
‰
„
„
Deductive Reasoning Agents
Practical Reasoning Agents
Lecture 4: Multi-Agent Interactions
‰
„
Overview
Intelligent Agents
Lecture 3: Reasoning Agents
‰
„
Review of Basic AI
Reactive and Hybrid Agents
Multi-Agent Interactions
Lecture 5: Reaching Agreements
Lecture 6: Agent Communication
Lecture 7: Working Together
AI++ - Hoá NGUYEN - Information Systems Department, 2007
4
Grading Information
„
Grading:
‰
‰
‰
„
Project proposal draft (20%)
Final programming project (competition) and written report (70%)
Oral presentation/discussion moderation (10%)
Project Requirements
‰
See project description
AI++ - Hoá NGUYEN - Information Systems Department, 2007
5
Topics
http://www.aaai.org/AITopics/
„ Smart Environment: Living and Working with AI
„ Intelligent interfaces
„ Learning in Multi-Agent systems
„ Speech recognition
„ Speaker recognition
„ Face recognition
„ Fingerprint recognition
AI++ - Hoá NGUYEN - Information Systems Department, 2007
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Reading
• [1] M. Woolridge: “An Introduction to Multi-Agent-Systems”,
Wiley, 2001, 294 pages
• [2] S. Russell, P. Norvig: “Artificial Intelligence: A Modern
Approach”, Prentice-Hall, Second Edition
• [3] J.Schlichter, U.Borghoff: “Computer-supported
Cooperative Work”, Springer, 2000, 456 pages
• [4] G.Weiß (ed.): “Multi-Agent-Systems”, MIT-Press, 1999,
876 pages
• [5] J. Rosenschein, Univ. of Jerusalem, Lecture Slides
“Introduction to MAS”, available through
www.csc.liv.ac.uk/~mjw/pubs/imas (website for [1])
AI++ - Hoá NGUYEN - Information Systems Department, 2007
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