On Proximal Policy Optimization's Heavy-tailed Gradients

20 February 2021

J. Zico Kolter

Papers citing "On Proximal Policy Optimization's Heavy-tailed Gradients"

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Title
From Gradient Clipping to Normalization for Heavy Tailed SGD Florian Hübler Ilyas Fatkhullin Niao He 40 5 0 17 Oct 2024
On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control Amrit Singh Bedi Anjaly Parayil Junyu Zhang Mengdi Wang Alec Koppel 33 15 0 15 Jun 2021