263 citations · 1.9k across the 99 of their papers we have counts for
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cs.LG2016★ 46 cited
Learning to Play in a Day: Faster Deep Reinforcement Learning by Optimality Tightening
Frank S. He, Yang Liu, Alexander G. Schwing +1
We propose a novel training algorithm for reinforcement learning which combines the strength of deep Q-learning with a constrained optimization approach to tighten optimality and e…
cs.CV2016★ 68 cited
Semantic Image Inpainting with Deep Generative Models
Raymond A. Yeh, Chen Chen, Teck Yian Lim +3
Semantic image inpainting is a challenging task where large missing regions have to be filled based on the available visual data. Existing methods which extract information from on…