大模型推理能力

Reflection-Enhanced Meta-Optimization Integrating TextGrad-style Prompt Optimization with Memory-Driven Self-Evolution

Chunlong Wu, Zhibo Qu

专题命中 复杂问题求解 ：reasoning(abstract)；chain-of-thought(abstract)；分类 cs.AI

A Concurrent Modular Agent: Framework for Autonomous LLM Agents

Norihiro Maruyama, Takahide Yoshida, Hiroki Sato, Atsushi Masumori, Johnsmith, Takashi Ikegami

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.AI

PE-MA: Parameter-Efficient Co-Evolution of Multi-Agent Systems

Yingfan Deng, Anhao Zhou, Yuan Yuan, Xiao Zhang, Yifei Zou, Dongxiao Yu

专题命中 复杂问题求解 ：reasoning(abstract)

Comments 5 pages,Latex;references added