SARM2: Multi-Task Stage Aware Reward Modeling for Self Improving Robotic Manipulation

Qianzhong Chen, Hau Zheng, Justin Yu +8

Fine-tuning vision-language-action (VLA) policies for long-horizon manipulation still relies heavily on behavior cloning, which requires costly high-quality demonstrations and keep…