Preprint Open access
EvoIn: Bridging Evolution and Internalization for Agent Fine-Tuning
Recent work has explored improving agents by jointly evolving their harnesses and models, but often takes a ''potpourri'' approach that bundles together new tools, new decision-making procedures, and model adaptation to the evolved harness under a single notion of agent improvement. In this paper, we instead investigat …