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A domain-agnostic approach for characterization of lifelong learning systems.
Neural Netw. 2023 Mar;160:274-296. doi: 10.1016/j.neunet.2023.01.007. Epub 2023 Jan 20.
Neural Netw. 2023.
PMID: 36709531
Context meta-reinforcement learning via neuromodulation.
Ben-Iwhiwhu E, Dick J, Ketz NA, Pilly PK, Soltoggio A.
Ben-Iwhiwhu E, et al.
Neural Netw. 2022 Aug;152:70-79. doi: 10.1016/j.neunet.2022.04.003. Epub 2022 Apr 12.
Neural Netw. 2022.
PMID: 35512540
Free article.
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Deep Reinforcement Learning With Modulated Hebbian Plus Q-Network Architecture.
Ladosz P, Ben-Iwhiwhu E, Dick J, Ketz N, Kolouri S, Krichmar JL, Pilly PK, Soltoggio A.
Ladosz P, et al. Among authors: ben iwhiwhu e.
IEEE Trans Neural Netw Learn Syst. 2022 May;33(5):2045-2056. doi: 10.1109/TNNLS.2021.3110281. Epub 2022 May 2.
IEEE Trans Neural Netw Learn Syst. 2022.
PMID: 34559664
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Detecting Changes and Avoiding Catastrophic Forgetting in Dynamic Partially Observable Environments.
Dick J, Ladosz P, Ben-Iwhiwhu E, Shimadzu H, Kinnell P, Pilly PK, Kolouri S, Soltoggio A.
Dick J, et al. Among authors: ben iwhiwhu e.
Front Neurorobot. 2020 Dec 23;14:578675. doi: 10.3389/fnbot.2020.578675. eCollection 2020.
Front Neurorobot. 2020.
PMID: 33424575
Free PMC article.
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