PIVOT: Pivot-Aware On Policy Self Distillation for Multi-Turn VLM Agents

Jiazhou Zhou, Hu Zhou, Yucheng Chen +3

Reinforcement learning with verifiable rewards (RLVR) via Group-Relative Policy Optimization (GRPO) is widely used for multi-turn VLM agent training, yet it suffers from zero-gradi…