Contact
Ludwig-Maximilians-Universität München
Lehrstuhl für Datenbanksysteme und Data Mining
Oettingenstraße 67
80538 München
Germany
Lehrstuhl für Datenbanksysteme und Data Mining
Oettingenstraße 67
80538 München
Germany
Room:
F 103
Phone:
+49-89-2180-9326
Email:
schmoll@dbs.ifi.lmu.de
Until further notice, contact is only possible by e-mail.
Further Information
Research Interest
My research interests are in the domain of sequential decision making under uncertainty especially in spatial environments. Thereby I am working with on both, Reinforcement Learning and planning with Markov Decision Processes.
Teaching
- WiSe 20/21 ESG Algorithm Design
- SoSe 20 - Artificial Intelligence for Games
- WiSe 19/20 - ESG System Development
- WiSe 18/19 - Deep Learning and Artificial Intelligence
- SoSe 18 - Managing Massive Multiplayer Online Games
- WiSe 17/18 - Bachelor Seminar "Einführung ins wissenschaftliche Arbeiten - Räumliche Informationssysteme"
- SoSe 17 - Praktikum Big Data Science
Publications
2020
- Schmoll, Sebastian, and Matthias Schubert. "Semi-Markov Reinforcement Learning for Stochastic Resource Collection." IJCAI 2020, TBA.
- Friedl, Sabrina, and Sebastian Schmoll, and Felix Borutta, and Matthias Schubert. "SMART-Env." MDM 2020, TBA.
2019
- Borutta, Felix, and Sebastian Schmoll, and Sabrina Friedl. "Optimizing the Spatio-Temporal Resource Search Problem with Reinforcement Learning (GIS Cup)." ACM SIGSPATIAL, 2019.
- Schmoll, Sebastian, and Sabrina Friedl, and Matthias Schubert. "Scaling the Dynamic Resource Routing Problem." SSTD 2019.
2018
- Schmoll, Sebastian, and Matthias Schubert. "Vision Paper: Reinforcement Learning in Smart Spatio-Temporal Environments." ACM SIGSPATIAL 2018.
- Schmoll, Sebastian, and Matthias Schubert. "Dynamic Resource Routing using Real-Time Dynamic Programming." IJCAI. 2018.
- Schmoll, Sebastian, and Matthias Schubert. "Dynamic Resource Routing using Real-Time Information." EDBT. 2018.