ReSAIL: Mitigating Collapse in Iterative Agent Self-Distillation

Shengjie Jin, Hengbo Xu, Zelong Sun +2

Iterative self-distillation enables LLM agents to learn from successive deployments, offering a path toward recursive self-improvement (RSI). Yet our experiments with existing meth…