topology-design

PRISM 提出一种利用特权信息（同查询下其他成功兄弟图）的多智能体协作拓扑生成器后训练方法，通过低秩分支的教师-学生蒸馏在六个基准上超越现有拓扑设计基线。

Codebook Agent introduces a vector-quantized autoencoder method to design query-adaptive communication topologies for LLM multi-agent systems, improving accuracy and reducing token consumption on multiple benchmarks.