Seirênes: Adversarial Self-Play with Evolving Distractions for LLM Reasoning

Chi Zhang, Haibo Qiu, Qiming Zhang +3

We present Seirênes, a self-play RL framework that transforms contextual interference from a failure mode of LLM reasoning into an internal training signal for co-evolving more res…