Yannick Vogt
PhD Student
.
I am generally interested in the following topics:
- Deep Reinforcement Learning
- Model-Based Reinforcement Learning
- Offline Reinforcement Learning
- Uncertainty-driven Reinforcement Learning
Contact
Projects
- Uncertainty-driven Offline Reinforcement Learning (Master Thesis)
- Utilizing Uncertainties of estimated Q-Values for Exploration and Replay (Master Project)
Publications
2023
- Yannick Vogt, Mehdi Naouar, Maria Kalweit, Cornelius Miething, Justus Duyster, Roland Mertelsmann, Gabriel Kalweit and Joschka Boedecker. Stable Online and Offline Reinforcement Learning for Antibody CDRH3 Design. NeurIPS 2023 Workshop on Machine Learning in Structural Biology. arxiv
- Mehdi Naouar, Gabriel Kalweit, Anusha Klett, Yannick Vogt, Paula Silvestrini, Diana Infante, Roland Mertelsmann, Joschka Boedecker and Maria Kalweit. CellMixer: Annotation-free Semantic Cell Segmentation of Heterogeneous Cell Populations. NeurIPS 2023 Workshop on Medical Imaging. arxiv