Pietro Marsella

Kevin: Multi-Turn RL for Generating CUDA Kernels

Writing GPU kernels is a challenging task and critical for AI systems' efficiency. It is also highly iterative: domain experts write code and improve performance through execution feedback. Moreover, it presents verifiable rewards like correctness and speedup, making it a natural environment to appl…