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News/Multi-turn RL with Structural and Performance Aware Rewards for CUDA Kernel Generation
arxiv
PublishedJuly 24, 2026 at 4:00 AM
—neutral

Multi-turn RL with Structural and Performance Aware Rewards for CUDA Kernel Generation

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arXiv:2607.20908v1 Announce Type: cross Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) has emerged as a powerful technique to enhance the reasoning capacity of LLMs for optimized code generation. However, existing RLVR approaches primarily rely on outcome-based signals such as corre

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