An initial attempt of combining visual selective attention with deep reinforcement learning

11 Nov 2018 Liu Yuezhang Ruohan Zhang Dana H. Ballard

Visual attention serves as a means of feature selection mechanism in the perceptual system. Motivated by Broadbent's leaky filter model of selective attention, we evaluate how such mechanism could be implemented and affect the learning process of deep reinforcement learning... (read more)

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