Dr. Johann Bauer
Computational Modelling of Intelligent Systems
Arbeitsgebiet(e)
Kontakt
Johann.Bauer@tu-...
Work
S1|15 203
Alexanderstr. 10
64283
Darmstadt
|
Mathematical aspects of learning systems in collective and individual intelligence. My research is motivated by the question of how animal brains as collectives of locally linked neurons or neuron populations learn and how this can inform the training of artificial neural networks. In particular, I am interested in the mathematical and computational properties that enable learning. Keywords: Evolutionary and dynamic game theory, stability analysis of dynamic systems, reinforcement learning, Markov decision processes, Markov chains, mathematical optimization, probabilistic graphical models. For more information see my website. Learn more about my publications on my ORCID profile. |