معرفی
Prof. Dr. Leif Döring holds the Chair in Probability Theory at the University of Mannheim, affiliated with the School of Business Informatics and Mathematics. His research bridges classical stochastic process theory with modern applications in artificial intelligence, particularly deep reinforcement learning (RL).
- Research Focus: Markov processes, Stochastic Differential Equations (with jumps), Lévy- and Self-Similar Markov Processes, Branching Processes, Non-parametric statistics.
- Applications: Improving RL algorithms, diffusion models, and addressing inefficiencies in stochastic optimal control.
- Teaching: Courses in Analysis and Probability Theory (both pure and applied).
The chair actively offers PhD positions through the Research Training Group (RTG 1953) and collaborates with institutions like the University of Konstanz on stochastic workshops.
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