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Künstliche Intelligenz S24
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Description

Artificial Intelligence (Course)

 
Course Description

The course will introduce the basic ideas and techniques underlying the design and learning of intelligent machines. By the end of this course, you will have learned how to build autonomous (software) agents that efficiently make decisions in fully informed, partially observable and adversarial settings as well as how to optimize actions in uncertain sequential decision making environments to maximize expected reward.

Syllabus:
  • Search/Optimization Techniques
  • Constraint Satisfaction Problems
  • Bayes Decision Theory / Classifiers
  • Markov Decision Processes
  • Reinforcement Learning
  • Explainable AI
Suggested Reading
Prerequisites:

Basic knowledge in Mathematics and Algorithms & Data structures.
Basic Course Info
Course No Course Type Hours
19303701 Vorlesung 2
19303702 Übung 2
Time Span 16.04.2024 - 19.08.2024
Instructors
Grégoire Montavon
Study Regulation
0086c_k150 2014, BSc Informatik (Mono), 150 LPs
0086d_k135 2014, BSc Informatik (Mono), 135 LPs
0087d_k90 2015, BSc Informatik (Kombi), 90 LPs
0088d_m60 2015, MSc Informatik (Kombi), 60 LPs
0089b_MA120 2008, MSc Informatik (Mono), 120 LPs
0089c_MA120 2014, MSc Informatik (Mono), 120 LPs
0207b_m37 2015, MSc Informatik (Lehramt), 37 LPs
0208b_m42 2015, MSc Informatik (Lehramt), 42 LPs
0458a_m37 2015, MSc Informatik (Lehramt), 37 LPs
0471a_m42 2015, MSc Informatik (Lehramt), 42 LPs
0511a_m72 2016, MSc Informatik (Lehramt), 72 LPs
0511b_m72 2019, M-Ed Fach 2 Informatik (Lehramt an Gymnasien - Quereinstieg), 72 LP
0556a_m37 2018, M-Ed Fach 1 Informatik (Lehramt an Integrierten Sekundarschulen und Gymnasien), 37 LPs
0556b_m37 2023, M-Ed Informatik Fach 1 (Lehramt an Integrierten Sekundarschulen und Gymnasien), 37 LP
0557a_m42 2018, M-Ed Fach 2 Informatik (Lehramt an Integrierten Sekundarschulen und Gymnasien), 42 LPs
0557b_m42 2023, M-Ed Informatik Fach 2 Informatik (Lehramt an Integrierten Sekundarschulen und Gymnasien), 42 LPs
0590a_MA120 2019, MSc Data Science, 120 LP
0590b_MA120 2021, MSc Data Science, 120 LP

Künstliche Intelligenz S24
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Main Events
Day Time Location Details
Tuesday 16-18 T9/Gr. Hörsaal 2024-04-16 - 2024-07-16

Künstliche Intelligenz S24
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