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J. Fernando Hernandez-Garcia
J. Fernando Hernandez-Garcia
PhD student at University of Alberta
Geverifieerd e-mailadres voor ualberta.ca
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Multi-step reinforcement learning: A unifying algorithm
K De Asis, J Hernandez-Garcia, G Holland, R Sutton
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
1482018
Understanding Multi-Step Deep Reinforcement Learning: A Systematic Study of the DQN Target
JF Hernandez-Garcia, RS Sutton
arXiv preprint arXiv:1901.07510, 2019
832019
Loss of plasticity in deep continual learning
S Dohare, JF Hernandez-Garcia, Q Lan, P Rahman, AR Mahmood, ...
Nature 632 (8026), 768-774, 2024
512024
Maintaining plasticity in deep continual learning
S Dohare, JF Hernandez-Garcia, P Rahman, AR Mahmood, RS Sutton
arXiv preprint arXiv:2306.13812, 2023
272023
Learning Sparse Representations Incrementally in Deep Reinforcement Learning
JF Hernandez-Garcia, RS Sutton
arXiv preprint arXiv:1912.04002, 2019
122019
Unifying n-Step Temporal-Difference Action-Value Methods
JFH Garcia
2019
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Artikelen 1–6