Ramki Gummadi

I am with the Brain team at Google Research, where I work on both basic research and applied engagements. My interests include reinforcement learning, optimization, information theory and systems.

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HALP: Heuristic Aided Learned Preference Eviction Policy for YouTube Content Delivery Network
Zhenyu Song
Kevin Chen
Νikhil Sarda
Deniz Altınbüken
Eugene Brevdo
Jimmy Coleman
Xiao Ju
Pawel Jurczyk
Richard Schooler
Ramki Gummadi
20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23), USENIX Association, Boston, MA (2023), pp. 1149-1163
A Parametric Class of Approximate Gradient Updates for Policy Optimization
Ramki Gummadi
Saurabh Kumar
Junfeng Wen
Dale Schuurmans
ICML (2022)
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