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Combining backpropagation with Equilibrium Propagation to improve an Actor-Critic reinforcement learning framework

Backpropagation (BP) has been used to train neural networks for many years, allowing them to solve a wide variety of tasks like image classification, speech recognition, and reinforcement learning tasks. But the biological plausibility of BP as a mechanism of neural learning has been questioned. Equ...

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Detalles Bibliográficos
Autores principales: Kubo, Yoshimasa, Chalmers, Eric, Luczak, Artur
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9446087/
https://www.ncbi.nlm.nih.gov/pubmed/36082305
http://dx.doi.org/10.3389/fncom.2022.980613