When Non-Adversarial Noise Hurts Learning: Benchmarking Skill Self-Evolution in Agents
RSE-Bench is introduced, to the authors' knowledge the first benchmark for evaluating skill self-evolution under ordinary, non-adversarial noise, and a method-agnostic framework supporting consistent noise injection and process diagnostics of actual exposure and skill updates is introduced.
Tao Yu, Zhong-Tian Luo, Yu-Chen Long et al.
· 0 citations