Research Team I2S


Intelligent Information Systems


Current thesis topic areas:

  • Hybrid Learning and Reasoning (Application area: Autonomous Driving)
  • Hybrid Learning and Planning  (Application area: Autonomous Driving)
  • Quantum Computing and AI  (Application areas: Smart Manufacturing, Autonomous Driving)

Selection of open thesis topics:

    Hybrid Deep Reinforcement Learning for Multi-Pedestrian Intention-Aware Navigation of Autonomous Cars  (abstract)

    Hybrid Planning and Learning for Multi-Pedestrian Intention-Aware Navigation In Interactive POMDPs (abstract)

    Agent-Based Modelling of Pedestrian Intention and Interaction with Autonomous Cars in Critical Traffic Scenarios  (abstract

    ... and more!

For detailed information on any of the above themes in particular, or if you are interested in doing your research immersion lab, master thesis  or bachelor thesis with us in general, please do not hesitate to contact us. The concrete content and scope of work required for each of the aforementioned themes depends on the chosen type of thesis (Bachelor or Master thesis).