AVL List GmbH
Thesis - Machine Learning for the virtual testing of autonomous driving vehicles
- Graz
- Ferialjob/Praktika
- Praktikum
- ab 3.500,00 €
Anfahrtszeit h
We offer the following reserach topic:
Automotive companies are intensively developing automated driving functions and vehicles. Unfortunately, we have already seen severe road accidents involving automated vehicles. Thus, the safety and reliability of autonomous driving vehicles (ADV) need to be tested and verified under different environmental and traffic conditions. But, how to test ADV in a safe way for all critical situations?
A naïve approach would be virtual testing of all possible parameter and scenario combinations that influence the ADV sense, plan, and action system. Unfortunately, such testing with a full factorial variation of the parameters is not feasible. In AVL, we are developing methods for the efficient identification of critical scenarios.
About AVL
AVL is one of the world’s leading mobility technology companies for development, simulation and testing in the automotive industry, and beyond. The company provides concepts, solutions and methodologies in fields like vehicle development and integration, e-mobility, automated and connected mobility (ADAS/AD), and software for a greener, safer, better world of mobility.
The successful completion of the thesis is remunerated with a one-time fee of EUR 3.500,-- before tax.
You don't want to write your final thesis just for the books, then explore the mobility of the future together with us! Maybe you will be a part of it soon!