Aidan Scannell (Preferred)
Aidan Scannell
Postdoc, University of Edinburgh, University of Edinburgh
Joined
April 2022
Names
Emails
****@gmail.com (Confirmed)
****@aalto.fi (Confirmed)
****@ed.ac.uk (Confirmed)
Personal Links
Career & Education History
Postdoc
University of Edinburgh, University of Edinburgh (ed.ac.uk)
2025 – Present
Postdoc
Aalto University (aalto.fi)
2022 – 2024
PhD student
University of Bristol (bristol.ac.uk)
2017 – 2022
Advisors, Relations & Conflicts
PhD Advisor
Arthur Richards
2017 – 2022
Expertise
Deep reinforcement learning
Present
Bayesian neural networks
2022 – Present
Bayesian deep learning
2022 – Present
Laplace approximation
2022 – Present
World models
2020 – Present
Representation learning
2020 – Present
Gaussian processes
2017 – Present
Variational inference
2017 – Present
Model-based reinforcement learning
2017 – Present
Robot learning
2017 – Present
Mixture models
2017 – Present
Probabilistic inference
2017 – Present
Optimal control
2017 – Present
Control as inference
2017 – Present
Riemannian geometry
2017 – Present
Reinforcement learning
2017 – Present
Publications
Co-Authors
- Aditya Jitta
- Amos J. Storkey
- Amos Storkey
- Andras Szecsenyi
- Antonio Dominguez
- Arno Solin
- Arthur Richards
- Ben Sanati
- Cameron Barker
- Carl Henrik Ek
- David Abel
- Dieter Büchler
- Ella Tamir
- Elliot J. Crowley
- Joni Pajarinen
- Juho Kannala
- Kalle Kujanpää
- Kevin S. Luck
- Kevin Sebastian Luck
- Le Chen
- Luigi Acerbi
- Mohammadreza Nakhaei
- Mohammadreza Nakhaeinezhadfard
- Mohammadreza Nakheai
- Nikolay Malkin