大模型对齐与安全

Reinforcement Learning Foundations for Deep Research Systems: A Survey

Wenjun Li, Zhi Chen, Jingru Lin, Hannan Cao, Wei Han, Sheng Liang, Zhi Zhang, Kuicai Dong, Dexun Li, Chen Zhang, Yong Liu

专题命中 偏好对齐 ：alignment(abstract)；DPO(abstract)；分类 cs.CL、cs.AI

Comments 39 pages, second version

Inference-Time Reward Hacking in Large Language Models

Hadi Khalaf, Claudio Mayrink Verdun, Alex Oesterling, Himabindu Lakkaraju, Flavio du Pin Calmon

机构 * Harvard University（哈佛大学） 纠错

专题命中 偏好对齐 ：alignment(abstract)；safety(abstract)；分类 cs.LG

Comments Accepted to NeurIPS 2025 (Spotlight Paper)