Applied Game Theory | Faculty of Technical Sciences

Subject: Applied Game Theory (17.AU511)

Native organizations units: Sub-department for Automatic Control and Systems Engineering

Type of studies	Title
Master Academic Studies	Information and Analytics Engineering (Year: 1, Semester: Winter)
Master Academic Studies	Measurement-Information Technologies and Control Engineering (Year: 1, Semester: Winter)
Master Academic Studies	Artificial Intelligence and Machine Learning (Year: 2, Semester: Winter)
Master Academic Studies	Computing and Control Engineering (Year: 1, Semester: Winter)
Master Academic Studies	Software Engineering and Information Technologies (Year: 1, Semester: Winter)
Master Academic Studies	Biomedical Engineering (Year: 1, Semester: Winter)

General information:

Category	Scientific-professional
Scientific or art field	Automatic Control and System Engineering
ECTS	6

Acquisition of theoretical and practical fundamentals of game theory, with applications to engineering problems.

The acquired knowledge can be used in solving concrete engineering problems and is a basis for further professional and scientific development.

1. Introduction. 2. Game theory as an extension of decision theory. 3. Strategic games. Examples. 4. Nash equilibrium and other solution concepts. 5. Computing Nash equilibrium in finite games 6. Evolution and learning in games. 7. Evolutionary games 8. Differential games

Lectures, numerical calculation practice, computer practice classes, laboratory practice, consultations.

Authors	Title	Year	Publisher	Language
Rosenmüller, J.	Game theory : stochastics, information, strategies and cooperation	2000	Kluwer Academic Publishers, Boston	English
Osborne, M.J., Rubinstein, A.	A Course in Game Theory	1994	MIT Press, Cambridge	English
Ruchard S. Sutton, Andrew G. Barto	Reinforced Learning - An Introduction	2017	MIT Press	English
Drew Fudenberg, Jean Tirole	Game Theory	1991	MIT Press	English