Keywords:
- constrained optimization
- ergodic exploration
- Geometric Algebra
- Global optimization
- Model- Based Optimization
- motion planning
- multilinear algebra
- multimodal optimization
- optimal control
- Optimization and Optimal Control
- projective gradient descent
- tensor factorization
- tensor train decomposition
- tensor-variate cross approximation
- Whole-Body Motion Planning and Control
Publications of Tobias Löw sorted by title
D
| drozBot: Using Ergodic Control to Draw Portraits, , and , in: IEEE Robotics and Automation Letters:7, 2022 |
[DOI] [URL] |
E
| Efficient and Real-Time Motion Planning for Robotics Using Projection-Based Optimization, , , , , , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2025 |
| Extending the Cooperative Dual-Task Space in Conformal Geometric Algebra, and , in: Proc. IEEE Intl Conf. on Robotics and Automation, 2024 |
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G
| GAFRO: Geometric Algebra for Robotics [Tutorial], , and , in: IEEE Robotics and Automation Magazine, 32(3):184-194, 2025 |
[DOI] |
| Geometric Algebra for Optimal Control with Applications in Manipulation Tasks, and , in: IEEE Transactions on Robotics, 2023 |
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P
| PROMPT: Probabilistic Motion Primitives based Trajectory Planning, , , and , in: Proceedings of Robotics: Science and Systems, 2021 |
[DOI] [URL] |
R
| Recursive Forward Dynamics for Serial Kinematic Chains using Conformal Geometric Algebra, and , in: In Proc. Intl Workshop on the Algorithmic Foundations of Robotics (WAFR), 2024 |
| Robot Manipulation with Geometric Algebra: A Unified Geometric Framework for Control and Optimization, , EDEE, 2025 |
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T
| Tactile Ergodic Coverage on Curved Surfaces, , and , in: IEEE Transactions on Robotics (T-RO), 41:1421-1435, 2025 |
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| Tensor Train for Global Optimization Problems in Robotics, , , and , in: International Journal of Robotics Research, 43(6):811-839, 2024 |
[DOI] |
W
| Whole-Body Ergodic Exploration with a Manipulator Using Diffusion, , and , in: IEEE Robotics and Automation Letters, 8(12):8581-8587, 2023 |
[DOI] [URL] |