LLM Agents & Reinforcement Learning

RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning

A detailed analysis of RLEF and how reinforcement learning teaches code LLMs to condition future generations on execution feedback rather than simply generating another independent answer.