Publications

Jürgen Jost, and Guillermo Restrepo. Self-reinforcing mechanisms driving the evolution of the chemical space. Perspect. Sci., 1--39, MIT Press, July 2023. [PUMA: Self-reinforcing Yaff chemical driving space]

Patrick Ebel, Christoph Lingenfelder, and Andreas Vogelsang. Multitasking while driving: How drivers self-regulate their interaction with in-vehicle touchscreens in automated driving. Int. J. Hum. Comput. Interact., (39)16:3162--3179, Informa UK Limited, October 2023. [PUMA: Multitasking Zno automated driving in-vehicle self-regulate touchscreens]

Dianzhao Li, and Ostap Okhrin. A platform-agnostic deep reinforcement learning framework for effective Sim2Real transfer towards autonomous driving. Commun Eng, (3)1:147, Springer Science and Business Media LLC, October 2024. [PUMA: Sim2Real Xack autonomous deep driving framework learning platform-agnostic reinforcement]

Patrick Ebel, Kim Julian Gülle, Christoph Lingenfelder, and Andreas Vogelsang. ICEBOAT: An Interactive User Behavior Analysis Tool for Automotive User Interfaces. Adjunct Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, Association for Computing Machinery, New York, NY, USA, 2022. [PUMA: topic_visualcomputing Data Design Driving Human-Computer In-Vehicle Information Interaction Naturalistic System Tools Visualization] URL

Dianzhao Li, and Ostap Okhrin. Modified DDPG car-following model with a real-world human driving experience with CARLA simulator. Transportation Research Part C: Emerging Technologies, (147):103987, 2023. [PUMA: topic_engineering CARLA, Car-following DRL, ROS Real dataset, driving model,] URL