IntentRL: Training Proactive User-intent Agents for Open-ended Deep Research via Reinforcement Learning

IntentRL: Training Proactive User-intent Agents for Open-ended Deep Research via Reinforcement Learning explores IntentRL enhances user-intent clarification for Deep Research agents to improve task performance through a two-stage reinforcement learning framework.. Commercial viability score: 3/10 in Agents.