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Citations per year
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Cited by
All
Since 2018
Citations
8
7
h-index
1
1
i10-index
0
0
0
4
2
2021
2022
2023
2
1
4
Co-authors
Carl Henrik Ek
University of Cambridge
Verified email at cam.ac.uk
Arthur Richards
Lecturer in Dynamics and Control, Department of Aerospace Engineering, University of Bristol
Verified email at bristol.ac.uk
Ella Tamir
PhD student, Aalto University
Verified email at aalto.fi
Paul E Chang
Aalto University
Verified email at aalto.fi
Arno Solin
Assistant Professor in Machine Learning, Aalto University
Verified email at aalto.fi
Joni Pajarinen
Assistant Professor at Aalto University
Verified email at aalto.fi
Riccardo Mereu
Aalto University
Verified email at aalto.fi
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Aidan Scannell
Finnish Centre for Artificial Intelligence,
Aalto University
Verified email at aalto.fi -
Homepage
probabilistic machine learning
reinforcement learning
robotics
Articles
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Year
Trajectory optimisation in learned multimodal dynamical systems via latent-ode collocation
A Scannell, CH Ek, A Richards
2021 IEEE International Conference on Robotics and Automation (ICRA), 12745 …
, 2021
7
2021
Sparse Function-space Representation of Neural Networks
A Scannell, R Mereu, P Chang, E Tamir, J Pajarinen, A Solin
ICML 2023 Workshop on Duality Principles for Modern Machine Learning
, 2023
1
2023
Mode-constrained Model-based Reinforcement Learning via Gaussian Processes
A Scannell, CH Ek, A Richards
International Conference on Artificial Intelligence and Statistics, 3299-3314
, 2023
2023
Bayesian Learning for Control in Multimodal Dynamical Systems
A Scannell
University of Bristol
, 2022
2022
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