11 citations · 22 across the 10 of their papers we have counts for
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cs.LG2018★ 4 cited
An Off-policy Policy Gradient Theorem Using Emphatic Weightings
Ehsan Imani, Eric Graves, Martha White
Policy gradient methods are widely used for control in reinforcement learning, particularly for the continuous action setting. There have been a host of theoretically sound algorit…
stat.ML2018★ 11 cited
Improving Regression Performance with Distributional Losses
Ehsan Imani, Martha White
There is growing evidence that converting targets to soft targets in supervised learning can provide considerable gains in performance. Much of this work has considered classificat…