Niklas Wetzel - Autonomous Intelligent Systems (original) (raw)

Info

	Albert-Ludwigs-Universität Freiburg Technische Fakultät Autonome Intelligente Systeme Georges-Köhler-Allee 080 D-79110 Freiburg i. Br., Germany Office: Building 080, Room 01-023 wetzel@cs.uni-freiburg.de Phone: +49 761 203-8010

Research Interests

• Uncertainty Estimation in Deep Learning
• Deep Reinforcement Learning
• Anomaly Detection

Current Research Projects

• Intelligent Sensor System for Autonomous Monitoring of Production Plants in Industry 4.0 (ISA 4.0)

Publications

• Jingwei Zhang*, Niklas Wetzel*, Nicolai Dorka*, Joschka Boedecker, Wolfram Burgard
  Scheduled Intrinsic Drive: A Hierarchical Take on Intrinsically Motivated Exploration
  Workshop on Exploration in Reinforcement Learning (Spotlight Talk), Internatioal Conference on Machine Learning (ICML), Long Beach, USA, 2019
  Download BibTeX Talk (starts 55:20)

Education

• 2018 - up to now : PhD candidate in Computer Science at the Autonomous Intelligent Systems group of Prof. Dr. Wolfram Burgard
• 2017: Diploma Degree in Mathematics (equivalent to the master's degree), University of Freiburg

Teaching

• TA, Betriebssysteme, University of Freiburg, WS 2021/22
• TA, System Design Project, University of Freiburg, WS 2018/19, WS 2019/20, WS 2020/21
• TA, Deep Learning Lab, University of Freiburg, SS 2019