works on
code optimization 1execution time measurement 1GRPO adaptation 1reinforcement learning 1reward design 1sandbox environment 1

From the 1 of 4 linked papers with an AI index.

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20242026
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cs.LG2026

Reinforcement Learning for Code Optimization

Pierre Chambon, Kunhao Zheng, Juliette Decugis +2

The paper proposes a reinforcement‑learning framework that learns to optimize program execution speed by addressing measurement noise, sparse rewards, and instability, using a cali…