About Me
I'm a postdoctoral researcher at Linköping University's Artificial Intelligence & Integrated Computer Systems Division (AIICS) within the Machine Reasoning Lab (MRLab). My research interests are generative models for automated planning and decision-making, physics-informed deep learning architectures, and uncertainty-aware machine learning.
Short bio
I received my Bachelor's degree in Mechanical Engineering, and Master's degree in Control Engineering. During this time, I worked on sensor fusion and adaptive control of dynamical systems. I then completed my PhD in Electrical Engineering at Linköping University, where my research focused on machine learning for diagnostics and prognostics of industrial systems, in collaboration with Scania. I am now a postdoctoral researcher in the Machine Reasoning Lab at Linköping University, where I work on generative models for automated planning tasks.
Publications
2026
Arman Mohammadi, Markus Fritzsche and Jendrik Seipp.
Towards Symbolic Planning via Diffusion.
In ICAPS 2026 Workshop on Bridging the Gap Between AI Planning and Reinforcement Learning (PRL). 2026.
paper | citation