MetaEvo: A Meta-Optimization Framework for Experience-Driven Agent Evolution

Bowen Ren, Heyan Huang, Yinghao Li +1

Large language models (LLMs) exhibit strong reasoning capabilities, yet most LLM-based agents are statically deployed and unable to improve through task interactions. Existing expe…