World Models as an Intermediary between Agents and the Real World. - Sherry Yang 005 (CoRR, 2026)

World-Gymnast: Training Robots with Reinforcement Learning in a World Model. - Ansh Kumar Sharma; Yixiang Sun; Ninghao Lu; Yunzhe Zhang; Jiarao Liu; Sherry Yang 005 (CoRR, 2026)

Learning Next Action Predictors from Human-Computer Interaction. - Omar Shaikh; Valentin Teutschbein; Kanishk Gandhi; Yikun Chi; Nick Haber; Thomas N. Robinson; Nilam Ram; Byron Reeves; Sherry Yang 005; Michael S. Bernstein; Diyi Yang (CoRR, 2026)

CrystalReasoner: Reasoning and RL for Property-Conditioned Crystal Structure Generation. - Yuyang Wu; Stefano Falletta; Delia McGrath; Sherry Yang 005 (CoRR, 2026)