CoEvoKG: Co-Evolving Knowledge Graphs with Self-Evolving Search Agents

Zhaoyang Li, Zenghuang Fu, Qiuyuan Ai +6

Large language models can improve with reinforcement learning for search agents, yet existing self play agents repeatedly generate tasks while discarding the knowledge gained durin…