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INFO8006 Introduction to Artificial Intelligence

Lectures for INFO8006 Introduction to Artificial Intelligence, ULiège, Fall 2023.

Agenda

Date Topic
September 14 Course syllabus [PDF]
Lecture 0: Introduction to artificial intelligence [PDF]
Lecture 1: Intelligent agents [PDF]
September 21 Lecture 2: Solving problems by searching [PDF]
September 28 Lecture 3: Games and adversarial search [PDF]
Exercises 1: Solving problems by searching [PDF] [solutions]
October 5 Lecture 4: Quantifying uncertainty [PDF]
Exercises 2: Games and adversarial search [PDF] [solutions]
October 12 Lecture 5: Probabilistic reasoning [PDF]
Exercises 3: Reasoning under uncertainty [PDF] [solutions]
October 13 Deadline of Project 1
October 19 Lecture 5: Probabilistic reasoning (continued) [PDF]
Lecture 6: Reasoning over time [PDF]
Exercises 3: Reasoning under uncertainty [PDF] [solutions]
October 26 Lecture 6: Reasoning over time (continued) [PDF]
Exercises 4: Reasoning over time [PDF] [solutions]
November 2 No class
November 9 Lecture 7: Machine learning and neural networks [PDF]
Exercises 4b: Kalman [notebook]
November 10 Deadline of Project 2
November 16 Lecture 7: Machine learning and neural networks (continued) [PDF]
Exercises 5: Learning [PDF] [solutions]
November 23 Lecture 8: Making decisions [PDF]
November 30 Lecture 9: Reinforcement Learning [PDF]
Exercises 6: Making decisions [PDF] [solutions]
December 7 Exercises 7: Reinforcement learning [PDF] [solutions]
Correction of a past exam
Q&As
December 14 No class
December 15 Deadline of Project 3
-- All slides [PDF]

Pacman programming projects

Previous exams

Materials covered by the exam are listed here.

Archives

Previous editions

Archived lectures

Due to progress in the field, some of the lectures have become less relevant. However, they are still available for those who are interested.

Topic
Lecture: Constraint satisfaction problems [PDF]
Lecture: Inference in Bayesian networks [PDF]
Lecture: Communication [PDF]
Lecture: Artificial general intelligence and beyond [PDF]