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Andrew Jacobsen
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General value function networks
M Schlegel, A Jacobsen, Z Abbas, A Patterson, A White, M White
Journal of Artificial Intelligence Research 70, 497-543, 2021
422021
Parameter-free Mirror Descent
A Jacobsen, A Cutkosky
Conference on Learning Theory (COLT) 178, 4160-4211, 2022
282022
Meta-descent for online, continual prediction
A Jacobsen, M Schlegel, C Linke, T Degris, A White, M White
Proceedings of the AAAI Conference on Artificial Intelligence 33, 3943-3950, 2019
222019
Unconstrained Online Learning with Unbounded Losses
A Jacobsen, A Cutkosky
International Conference on Machine Learning, 2023
112023
Continual auxiliary task learning
M McLeod, C Lo, M Schlegel, A Jacobsen, R Kumaraswamy, M White, ...
Advances in Neural Information Processing Systems 34, 2021
72021
Online Linear Regression in Dynamic Environments via Discounting
A Jacobsen, A Cutkosky
arXiv preprint arXiv:2405.19175, 2024
32024
Parameter-free Gradient Temporal Difference Learning
A Jacobsen, A Chan
arXiv preprint arXiv:2105.04129, 2021
12021
An Equivalence Between Static and Dynamic Regret Minimization
A Jacobsen, F Orabona
arXiv preprint arXiv:2406.01577, 2024
2024
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Articles 1–8