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20222026
most citedPOSET-RL: Phase ordering for Optimizing Size and Execution Time using Reinforcement Learning

21 citations · 36 across the 6 of their papers we have counts for

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2 papers · 1 filter

cs.PL2022★ 21 cited

POSET-RL: Phase ordering for Optimizing Size and Execution Time using Reinforcement Learning

Shalini Jain, Yashas Andaluri, S. VenkataKeerthy +1

The ever increasing memory requirements of several applications has led to increased demands which might not be met by embedded devices. Constraining the usage of memory in such ca…

cs.LG2022★ 10 cited

RL4ReAl: Reinforcement Learning for Register Allocation

S. VenkataKeerthy, Siddharth Jain, Anilava Kundu +3

We aim to automate decades of research and experience in register allocation, leveraging machine learning. We tackle this problem by embedding a multi-agent reinforcement learning…