Einführung in die Künstliche Intelligenz
Instructors: apl. Prof. Dr. Luca DoriaShortname: 08.079.542
Course No.: 08.079.542
Course Type: Vorlesung/Übung
Requirements / organisational issues
Requirements / organisational issues:
The course will give an introduction to Artificial Intelligence with a broad perspective and connections
to other Computer Science topics.
In particular, the focus will be on the foundations of the AI field and on different tools which over the time
have been used for replicating typically "human" traits associated with the word "intelligence".
Syllabus:
- What is AI?
- History and development of AI
- An interpretational tool: the "agent"
- Solving problems with AI
- Search algorithms
- Optimization
- Adversarial games
- Logic: propositional and first order
- Knowledge Representation
- Planning
- Probabilistic Reasoning
- Fuzzy Logic
- Machine Learning:
- Supervised/unsupervised learning learning
- Regression and Classification
- Deep learning and language models.
Course Material: Notes and Slides from the lecturer.
Course Language: English (Deutsch möglich)
Theoretical classes + Exercises (discussing the homework assignments)
Software project: implementation of an AI strategy
Klausur: written
Dates
| Date (Day of the week) | Time | Location |
|---|---|---|
| 04/15/2025 (Tuesday) | 12:15 - 13:45 | 03 428 2413 - Neubau Physik/Mathematik |
| 04/22/2025 (Tuesday) | 12:15 - 13:45 | 03 428 2413 - Neubau Physik/Mathematik |
| 04/29/2025 (Tuesday) | 12:15 - 13:45 | 03 428 2413 - Neubau Physik/Mathematik |
| 05/06/2025 (Tuesday) | 12:15 - 13:45 | 03 428 2413 - Neubau Physik/Mathematik |
| 05/13/2025 (Tuesday) | 12:15 - 13:45 | 03 428 2413 - Neubau Physik/Mathematik |
| 05/20/2025 (Tuesday) | 12:15 - 13:45 | 03 428 2413 - Neubau Physik/Mathematik |
| 05/27/2025 (Tuesday) | 12:15 - 13:45 | 03 428 2413 - Neubau Physik/Mathematik |
| 06/03/2025 (Tuesday) | 12:15 - 13:45 | 03 428 2413 - Neubau Physik/Mathematik |
| 06/10/2025 (Tuesday) | 12:15 - 13:45 | 03 428 2413 - Neubau Physik/Mathematik |
| 06/17/2025 (Tuesday) | 12:15 - 13:45 | 03 428 2413 - Neubau Physik/Mathematik |
| 06/24/2025 (Tuesday) | 12:15 - 13:45 | 03 428 2413 - Neubau Physik/Mathematik |
| 07/01/2025 (Tuesday) | 12:15 - 13:45 | 03 428 2413 - Neubau Physik/Mathematik |
| 07/08/2025 (Tuesday) | 12:15 - 13:45 | 03 428 2413 - Neubau Physik/Mathematik |
| 07/15/2025 (Tuesday) | 12:15 - 13:45 | 03 428 2413 - Neubau Physik/Mathematik |
