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Deep Reinforcement Learning With Modulated Hebbian Plus Q-Network Architecture.
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
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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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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A domain-agnostic approach for characterization of lifelong learning systems.
Baker MM, New A, Aguilar-Simon M, Al-Halah Z, Arnold SMR, Ben-Iwhiwhu E, Brna AP, Brooks E, Brown RC, Daniels Z, Daram A, Delattre F, Dellana R, Eaton E, Fu H, Grauman K, Hostetler J, Iqbal S, Kent C, Ketz N, Kolouri S, Konidaris G, Kudithipudi D, Learned-Miller E, Lee S, Littman ML, Madireddy S, Mendez JA, Nguyen EQ, Piatko C, Pilly PK, Raghavan A, Rahman A, Ramakrishnan SK, Ratzlaff N, Soltoggio A, Stone P, Sur I, Tang Z, Tiwari S, Vedder K, Wang F, Xu Z, Yanguas-Gil A, Yedidsion H, Yu S, Vallabha GK.
Baker MM, et al. Among authors: ben iwhiwhu e.
Neural Netw. 2023 Mar;160:274-296. doi: 10.1016/j.neunet.2023.01.007. Epub 2023 Jan 20.
Neural Netw. 2023.
PMID: 36709531
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