Deep Research

Cycle-Consistent Search: Gold-Free Reinforcement Learning for Search Agents

Reinforcement Learning (RL) has shown strong potential for optimizing search agents in complex information retrieval tasks. However, …

Sohyun An, Shuibenyang Yuan, Hayeon Lee, Cho-Jui Hsieh, Alexander Min