DeepAGREL: Biologically plausible deep learning via direct reinforcement

no code implementations • 25 Sep 2019 • Isabella Pozzi, Sander M. Bohte, Pieter R. Roelfsema

While much recent work has focused on biologically plausible variants of error-backpropagation, learning in the brain seems to mostly adhere to a reinforcement learning paradigm; biologically plausible neural reinforcement learning frameworks, however, were limited to shallow networks learning from compact and abstract sensory representations.

Image Classification reinforcement-learning +1