Artificial Intelligence

Lecture

Professor Prof. Dr. Andreas Zell
Visiting Hour Mi. 13:30 - 15:00
Dates Fr. 10:15 - 12:00 (Lecture)
Fr. 12:15 - 14:00 (Exercise Sessions, partly Lecture)
Volume 3L + 1Ex, 6 LP
Start Fr. 22.10.2021
Location Morgenstelle, Hörsaal N5
Stream

In parallel, the lecture is streamed (and recorded) via Zoom:

https://zoom.us/j/98459853373?pwd=Mk5ROEk4MHZULy9pSlZYQUZpNHRadz09
Meeting-ID: 984 5985 3373
Kenncode: 279772

Cycle yearly
Exam presumably in the first Week after the Semester
Alma-Link Artificial Intelligence

Description:

The module covers approximately the first half of the book by Stuart Russel, Peter Norvig: Artificial Intelligence, A Modern Approach, 3rd. Edition. This includes: Introduction, Foundations and History of AI, Intelligent Agents, Problem Solving by Search, Heuristic Search Methods, Local Search Methods, Searching with Nondeterministic Actions and Partial Observations, Adversarial Search Methods, Game Search Methods, Alpha Beta Pruning, Stochastic Games, constraint satisfaction problems, backtracking search, logical agents, agents based on propositional logic, predicate logic and knowledge representation therein, unification and lifting, forward chaining, backward chaining, prologue, classical planning, hierarchical planning and multi-agent planning, knowledge representation.
The concepts of the lecture are deepened in exercises and programming tasks with Python or Java. Students learn to solve problems independently with AI techniques.

Registration (obligatory)

via ILIAS: Lecture Artificial Intelligence

Requirements:

Mathematik I+II, Informatik I+II, Algorithmen. Advantageous: Erfahrung mit Python und Java.

Literature:

Stuart Russel, Peter Norvig: Artificial Intelligence, A Modern Approach, 3rd. Edition, Prentice Hall

Exercise Sessions

Tutors: Rafia Rahim, Martin Meßmer, Jona Schröder, Nuri Benbarka
Date of the Exercise Sessions: Fr. 12:15 - 14:00
Location: Morgenstelle
Stream

In parallel, the session is streamed via Zoom:

https://zoom.us/j/93887152314?pwd=VEJQaUtTaWVhblExY3R3c3V6NEN1UT09
Meeting-ID: 938 8715 2314
Kenncode: 845590

New Issue of Exercise Sheets: each week via ILIAS
Submission of Solved Sheets: as PDF via ILIAS, 1 week after Issue
Graded Sheets: via ILIAS, Review in the Exercise Sessions