PACEvolve: Enabling Progress-Aware Consistent Evolution

Minghao Yan, Bo Peng, Benjamin Coleman +13

Self-evolving agents powered by Large Language Models (LLMs) have emerged as a promising direction across diverse domains, including code optimization and scientific discovery, yet…