Dominik Baumann
Scholar

Dominik Baumann

Google Scholar ID: bJX8-CEAAAAJ
Aalto University, Espoo, Finland
Control TheoryRoboticsMachine LearningMulti-agent Systems
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Citations & Impact
All-time
Citations
711
 
H-index
15
 
i10-index
21
 
Publications
20
 
Co-authors
11
list available
Contact
No contact links provided.
Publications
16 items
Priority-Driven Control and Communication in Decentralized Multi-Agent Systems via Reinforcement Learning
2026
Cited
0
Safe learning-based control via function-based uncertainty quantification
2026
Cited
0
Computationally lightweight classifiers with frequentist bounds on predictions
2026
Cited
0
Ergodicity in reinforcement learning
2026
Cited
0
Integrating Lagrangian Neural Networks into the Dyna Framework for Reinforcement Learning
2026
Cited
0
Safe Bayesian optimization across noise models via scenario programming
2025
Cited
0
Online Bayesian Experimental Design for Partially Observed Dynamical Systems
2025
Cited
0
Geometry-Inspired Unified Framework for Discounted and Average Reward MDPs
2025
Cited
0
Resume (English only)
Co-authors
11 total
Sebastian Trimpe
Sebastian Trimpe
Professor, RWTH Aachen University
Marco Zimmerling
Marco Zimmerling
Professor, TU Darmstadt
Fabian Mager
Fabian Mager
Software Engineer, miunske GmbH
Lothar Thiele
Lothar Thiele
Professor of Computer Engineering, ETH Zurich
Co-author 5
Co-author 5
Friedrich Solowjow
Friedrich Solowjow
RWTH Aachen University
Alon Ascoli
Alon Ascoli
Politecnico di Torino
Co-author 8
Co-author 8