Scholar
Fabian Konstantinidis
Google Scholar ID: Ttvd4agAAAAJ
PhD Candidate, Cariad SE, Karlsruhe Institute of Technology
Citations & Impact
Citations
30
H-index
3
i10-index
1
Publications
6
Co-authors
12
list available
Publications
Resume (English only)
Academic Achievements
- 1. Modeling Interaction-Aware Driving Behavior using Graph-Based Representations and Multi-Agent Reinforcement Learning. Presented at 2023 IEEE 26th International Intelligent Transportation Systems Conference (ITSC).
- 2. Parameter Sharing Reinforcement Learning for Modeling Multi-Agent Driving Behavior in Roundabout Scenarios. Presented at 2021 IEEE International Intelligent Transportation Systems Conference (ITSC).
Research Experience
- 1. Motion Prediction of Interacting Agents in Urban Traffic Scenarios.
- 2. Inverse Reinforcement Learning for Modeling Human Driving Behavior.
Education
- External PhD student at the Institute for Measurement and Control Technology (MRT), Karlsruhe Institute of Technology (KIT).
Background
- External PhD student. Research interests include motion prediction of interacting agents in urban traffic scenarios, inverse reinforcement learning for modeling human driving behavior.
