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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 2 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 6 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 7