04:00
2026-07-31
arxiv.org
artificial-intelligence
Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting
Researchers propose SkillBoost, a three-stage framework that mitigates skill overfitting in large language model (LLM) agents by balancing exploration and exploitation. In experiments across 23 model–…