Game Theory with Enginnering Applications
EECI International Graduate School on Control (IGSC)
DARIO BAUSO, LEONARDO STELLA
EECI IGSC - M04 Birmingham
Game Theory with Engineering Applications
Dario Bauso, Leonardo Stella
Game Theory with Engineering Applications
Dario Bauso, Leonardo Stella
Module Description
This course is an introduction to the fundamentals of cooperative and noncooperative game theory. Motivations are drawn from engineering/networked systems (dynamic resource allocation, multi-agent systems, cyber-physical systems), and social models (including social and economic networks). The course emphasises theoretical foundations, mathematical tools, modelling, and equilibrium notions in different environments.
Learning Objectives
Upon successful completion of this course you should be able to:
Choose and implement the most appropriate models and methods to address competition in engineering systems.
Analyse the performance measures and optimally design the inputs under deterministic or stochastic, known and unknown parameters of multi-agent systems, and perform numerical analysis and design of small-scale examples on paper.
Develop code using MATLAB/Python to perform numerical analysis and design on large-scale examples in game theoretic engineering applications.
Assessment and Certificate
The assessment for this course is carried out via a 15-minute presentation. On Thursday morning, students will be split into groups, and the assignment brief will be shared. Certificates will be handed out on Friday afternoon, after the presentations.
Registration and Attendance
On site registration will take place on Monday April 15th, at 9:30-10 at the Elm House. Lectures will take place in the Elm House, room 214/215. Attendance will be recorded every day of the week.
Timetable and Module Content
The timetable for the module can be found below. All module materials can be downloaded from the links at the bottom of the page, and are organised per day.
Repository
The repository containing the Python code is available at this link:
https://github.com/lleonardostella/EECI_summerschool
Pictures
I have uploaded all the pictures from me and Dario in a shared folder. Feel free to share yours and download the pictures. The folder is available here.