Two-Stage Reinforcement Learning for Sound and Adversarial Test Generation in Code LLMs

Jiacheng Xu, Wentao Zhang, Zhiyi Lyu +4

Reinforcement learning (RL) has substantially advanced code generation with large language models (LLMs) through executable feedback. The feedback for coding problems mainly comes…