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20212026
most citedLook where you look! Saliency-guided Q-networks for generalization in visual Reinforcement Learning

5 citations · 9 across the 7 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 5 cited

Look where you look! Saliency-guided Q-networks for generalization in visual Reinforcement Learning

David Bertoin, Adil Zouitine, Mehdi Zouitine +1

Deep reinforcement learning policies, despite their outstanding efficiency in simulated visual control tasks, have shown disappointing ability to generalize across disturbances in…

cs.AI2022★ 1 cited

Local Feature Swapping for Generalization in Reinforcement Learning

David Bertoin, Emmanuel Rachelson

Over the past few years, the acceleration of computing resources and research in deep learning has led to significant practical successes in a range of tasks, including in particul…