Imperial College London（帝国理工学院）

Multi-Agent Deep Research: Training Multi-Agent Systems with M-GRPO

Haoyang Hong, Jiajun Yin, Yuan Wang, Jingnan Liu, Zhe Chen, Ailing Yu, Ji Li, Zhiling Ye, Hansong Xiao, Yefei Chen, Hualei Zhou, Yun Yue, Minghui Yang, Chunxiao Guo, Junwei Liu, Peng Wei, Jinjie Gu

机构 * Ant Group（蚂蚁集团） ； Imperial College London（伦敦帝国理工学院） 纠错

CTRL-ALT-DECEIT: Sabotage Evaluations for Automated AI R&D

Francis Rhys Ward, Teun van der Weij, Hanna Gábor, Sam Martin, Raja Mehta Moreno, Harel Lidar, Louis Makower, Thomas Jodrell, Lauren Robson

机构 * LawZero ； Apollo Research ； Imperial College London（帝国理工学院伦敦校区） 纠错

Comments 53 pages, 21 figures, 8 tables. Accepted as a spotlight at NeurIPS 2025