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LINGI2261: Artificial Intelligence
2012 – 2013
Instructors
- Prof. Yves Deville (yves.deville@uclouvain.be)
- Teaching assistants: Cyrille Dejemeppe (cyrille.dejemeppe@uclouvain.be) and Jean-Baptiste Mairy (jean-baptiste.mairy@uclouvain.be)
Reference book
Stuart Russell and Peter Norvig "Artificial Intelligence: A Modern Approach", Third Edition, Prenticel Hall, 2010 (AIMA)
Prerequisites
This course presupposes the knowledge of material covered in the two following courses
- LINGI1101: Discrete mathematics: logical foundations of computing science
- LSINF1121: Algorithmics and data structures
Students who did not follow these courses should ask permission to the instructor to follow the class.
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Agenda
Lecture AIMA book Deadline S1 Introduction ch. 1, 2 S2 Search ch. 3.1–3.4 S3 Informed search ch. 3.5–3.6 Assignment 1 S4 Local search ch. 4.1 S5 Adversarial search ch. 5 Assignment 2 S6 no class S7 Constraint satisfaction problems ch. 6 S8 Logical agents ch. 7 S9 First-order logic and inference ch. 8, 9 Assignment 3 S10 Classical planning ch. 10 S11 Planning in the real world ch. 11 S12 Learning from examples ch. 18.1–18.3, 18.10 S13 Philosophical foundations & Present and future of AI ch. 26, 27 Assignment 4 S14 AI Game contest

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