Yi-Kang Li

Growing and Transferring Pathways for LLM Reinforcement Learning

G GrowRL is proposed, an RL method that organizes learned updates into compact computational pathways through structural growth, and shows competitive mathematical reasoning and out-of-distribution performance with a small number of trainable parameters.