Learning to Assist: Physics-Grounded Human-Human Control via Multi-Agent Reinforcement Learning. - Yuto Shibata; Kashu Yamazaki; Lalit Jayanti; Yoshimitsu Aoki; Mariko Isogawa; Katerina Fragkiadaki (CoRR, 2026)