Scholar
Patrick van der Smagt
Google Scholar ID: 5ybzvbsAAAAJ
ELTE University | Foundation Robotics
probabilistic machine learning
control
artificial intelligence
robotics
BMI
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Citations & Impact
All-time
Citations
10,848
H-index
38
i10-index
74
Publications
20
Co-authors
12
list available
Contact
No contact links provided.
Publications
7 items
Cross-Modal Visuo-Tactile Object Perception
2026
Cited
0
Latent Matters: Learning Deep State-Space Models
2026
Cited
0
Latent Action World Models for Control with Unlabeled Trajectories
2025
Cited
0
TechOps: Technical Documentation Templates for the AI Act
2025
Cited
0
FlowQ: Energy-Guided Flow Policies for Offline Reinforcement Learning
2025
Cited
0
Constrained Latent Action Policies for Model-Based Offline Reinforcement Learning
arXiv.org · 2024
Cited
0
Overcoming Knowledge Barriers: Online Imitation Learning from Visual Observation with Pretrained World Models
2024
Cited
0
Resume (English only)
Academic Achievements
Published 'TechOps: Technical Documentation Templates for the AI Act' in 2025
Published research on accelerating crash simulations with FEMIN in Computer Methods in Applied Mechanics and Engineering (2025)
Released preprint 'FlowQ: Energy-Guided Flow Policies for Offline Reinforcement Learning' (2025)
Published 'Constrained latent action policies for model-based offline reinforcement learning' at NeurIPS 2024
Published study on human short-latency reflexes in Journal of Neurophysiology (2024)
Published work on explainable neural networks for crop yield prediction in Environmental Research Letters (2024)
Presented 'Guided Decoding for Robot On-line Motion Generation and Adaption' at IEEE Humanoids 2024
Introduced Finite Element Method Integrated Networks (FEMIN) in CMAME journal (2024)
Published multiple studies on robotic pincer grip testbench and kinematic modeling at ICRA 2024
Published research on the role of action space in robot manipulation learning in IEEE RA-L (2024)
Co-authors
12 total
Co-author 1
Nutan Chen
Foundation Robotics
Co-author 3
Sami Haddadin
MBZUAI
Alexej Klushyn
Airbus Central Research & Technology
Botond Cseke
Volkswagen MLRL
Co-author 7
Alin Albu-Schäffer
DLR-German Aerospace Center, Institute of Robotics and Mechatronics; TU Munich, Dept. of Informatics
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