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Simon Heuschkel

Simon Heuschkel

Research Assistant AI-Prototypes

    Kontakt

simon.heuschkel@hs-heilbronn.de
Office address: G117 TechCampus
Postal address: Max-Planck-Straße 39, 74081 Heilbronn

Bio

Self-learning systems have the potential to learn from their own experiences by interacting with their environment. I am interested in how we can use these systems to understand social phenomena and make AI explainable. I focus on how information from the environment is perceived and represented to create the transfer from simulation to reality.
Before working at Heilbronn University, I studied business informatics and cognitive science and gained experience in various areas of software development.

Thesis & Projects

I supervise theses in the following subject areas:

  • Reinforcement Learning (model-free, model-based, hierarchical, world models, ...)
  • Sim-to-Real (building real-time capable systems, generalisation from simulation)
  • Multi-agent settings (interaction between autonomous agents)
  • Knowledge representation (knowledge graphs, RAG systems, representation learning)


An overview of currently advertised projects can be found on the ZML website. If you have your own ideas, please contact me.

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