Aidan Scannell
Postdoctoral Researcher
Postdoctoral Researcher
T410 Dept. Electrical Engineering and Automation
Full researcher profile
https://research.aalto.fi/...
Email
[email protected]
Phone number
+358504011664
Research groups
- Robot Learning, Postdoctoral Researcher
Publications
Residual Learning and Context Encoding for Adaptive Offline-to-Online Reinforcement Learning
Mohammadreza Nakhaeinezhadfard, Aidan Scannell, Joni Pajarinen
2024
Proceedings of Machine Learning Research
FUNCTION-SPACE PARAMETERIZATION OF NEURAL NETWORKS FOR SEQUENTIAL LEARNING
Aidan Scannell, Riccardo Mereu, Paul Chang, Ella Tamir, Joni Pajarinen, Arno Solin
2024
Mode-constrained Model-based Reinforcement Learning via Gaussian Processes
Aidan Scannell, Carl Henrik Ek, Arthur Richards
2023
Proceedings of Machine Learning Research
Sparse Function-space Representation of Neural Networks
Aidan Scannell, Riccardo Mereu, Paul Chang, Ella Tamir, Joni Pajarinen, Arno Solin
2023