Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs - Shi, Yu-Zhe; Liu, Mingchen; Meng, Fanxu; Xu, Qiao; Bi, Zhangqian; He, Kun; Ruan, Lecheng; Wang, Qining (International Conference on Learning Representations, 2025)