no code implementations • 17 Mar 2022 • Sören Schleibaum, Jörg P. Müller, Monika Sester
Second, we apply existing XAI methods to explain the first- and second-level models of the ensemble.
Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
1 code implementation • 6 Feb 2022 • Sakif Hossain, Fatema T. Johora, Jörg P. Müller, Sven Hartmann, Andreas Reinhardt
Autonomous robots and vehicles are expected to soon become an integral part of our environment.
no code implementations • 5 Jul 2021 • Fatema T. Johora, Jörg P. Müller
In shared spaces, motorized and non-motorized road users share the same space with equal priority.
no code implementations • 18 Jan 2021 • Fatema T. Johora, Dongfang Yang, Jörg P. Müller, Ümit Özgüner
The results indicate that our model can realistically simulate a wide range of motion behaviors and interaction scenarios, and that adding different motion patterns of pedestrians into our model improves its performance.
no code implementations • 10 Oct 2019 • Sarit Kraus, Amos Azaria, Jelena Fiosina, Maike Greve, Noam Hazon, Lutz Kolbe, Tim-Benjamin Lembcke, Jörg P. Müller, Sören Schleibaum, Mark Vollrath
Explanation is necessary for humans to understand and accept decisions made by an AI system when the system's goal is known.