ARM: Advantage Reward Modeling for Long-Horizon Manipulation. - Yiming Mao 008; Zixi Yu; Weixin Mao; Yinhao Li; Qirui Hu; Zihan Lan; Minzhao Zhu; Hua Chen 007 (CoRR, 2026)