FIELD NOTES TOPIC
skill self-evolution
1 note, newest first.
Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting
The researchers propose SkillBoost, a framework to help large language models accumulate and reuse experience from past interactions more effectively in real-world applications. The framework mitigates overfitting…
