10 citations · 39 across the 10 of their papers we have counts for
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cs.CV2016
Utilization of Deep Reinforcement Learning for saccadic-based object visual search
Tomasz Kornuta, Kamil Rocki
The paper focuses on the problem of learning saccades enabling visual object search. The developed system combines reinforcement learning with a neural network for learning to pred…
cs.LG2016★ 7 cited
Surprisal-Driven Zoneout
Kamil Rocki, Tomasz Kornuta, Tegan Maharaj
We propose a novel method of regularization for recurrent neural networks called suprisal-driven zoneout. In this method, states zoneout (maintain their previous value rather than…