$\pi$-Play: Multi-Agent Self-Play via Privileged Self-Distillation without External Data

Yaocheng Zhang, Yuanheng Zhu, Wenyue Chong +7

Deep search agents have emerged as a promising paradigm for addressing complex information-seeking tasks, but their training remains challenging due to sparse rewards, weak credit…