Improving HPC Code Generation Capability of LLMs via Online Reinforcement Learning with Real-Machine Benchmark Rewards. - Ryo Mikasa; Shun-ichiro Hayashi; Daichi Mukunoki; Tetsuya Hoshino; Takahiro Katagiri (CoRR, 2026)