Maryam Kamgarpour

EPFL STI IGM SYCAMORE
ME C1 400 (Bâtiment ME)
Station 9
1015 Lausanne

Web site:  Web site:  https://www.epfl.ch/labs/sycamore/

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Administrative data

Publications

Infoscience publications

Teaching & PhD

Teaching

Mechanical Engineering

Courses

Foundations of artificial intelligence

This course provides the students with 1) a set of theoretical concepts to understand the machine learning approach; and 2) a subset of the tools to use this approach for problems arising in mechanical engineering applications.

Multi-agent learning and control

Students will be able to formulate a multi-agent decision-making problem as a game and apply relevant mathematical theories and algorithms to analyze the interaction of the agents and predict the outcome of the decision-making problems.