Evolving Agents in the Dark: Retrospective Harness Optimization via Self-Preference

Wenbo Pan, Shujie Liu, Chin-Yew Lin +5

AI agents rely on a harness of skills, tools, and workflows to solve complex problems. Continually improving this harness is essential for adapting to new tasks. However, existing…