Research Project AI4CSM

I was part of the AI4CSM (Automotive Intelligence for Shared and Connected Mobility) research project. This initiative focuses on developing innovative AI solutions to enhance shared and connected mobility systems.

My contributions include:

• Developing a reinforcement learning-based algorithm that solves the so-called Dial-A-Ride Problem (DARP)

• Creating a Digital City Twin to allow research on different mobility forms in a dynamic environment

  • Crafting the Demonstrator SCD1.3 which showcases the solution and connects to a real self-driving car

Research Project ShapeFuture

I am part of the ShapeFuture research project, which focuses on innovating fundamental electronic components and systems for highly automated vehicles.

My contributions include:

• Developing a reinforcement learning-based algorithm that selects the wireless communication device (radio access technology selection)

• Extending the Digital City Twin developed in the previous research project to support a communications simulation

• A hardware demonstrator that showcases the communication channel selection algorithm which senses channel state information and neighborhood information to decide the channel