Skill-based Model-based Reinforcement Learning. - Lucy Xiaoyang Shi; Joseph J. Lim; Youngwoon Lee (CoRL, 2022)

Waypoint-Based Imitation Learning for Robotic Manipulation. - Lucy Xiaoyang Shi; Archit Sharma; Tony Z. Zhao; Chelsea Finn (CoRL, 2023)

Cross-Episodic Curriculum for Transformer Agents. - Lucy Xiaoyang Shi; Yunfan Jiang 001; Jake Grigsby; Linxi Fan; Yuke Zhu (NeurIPS, 2023)

Yell At Your Robot: Improving On-the-Fly from Language Corrections. - Lucy Xiaoyang Shi; Zheyuan Hu 003; Tony Z. Zhao; Archit Sharma; Karl Pertsch; Jianlan Luo; Sergey Levine; Chelsea Finn (Robotics: Science and Systems, 2024)

π0: A Vision-Language-Action Flow Model for General Robot Control. - Kevin Black; Noah Brown; Danny Driess; Adnan Esmail; Michael Equi; Chelsea Finn; Niccolo Fusai; Lachy Groom; Karol Hausman; Brian Ichter; Szymon Jakubczak; Tim Jones; et al. (CoRR, 2024)

SRT-H: A hierarchical framework for autonomous surgery via language-conditioned imitation learning. - Ji Woong Kim; Juo-Tung Chen; Pascal Hansen; Lucy Xiaoyang Shi; Antony Goldenberg; Samuel Schmidgall; Paul Maria Scheikl; Anton Deguet; Brandon M. White; De Ru Tsai; Richard Jaepyeong Cha; Jeffrey Jopling; et al. (Sci. Robotics, 2025)

Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models. - Lucy Xiaoyang Shi; Brian Ichter; Michael Equi; Liyiming Ke; Karl Pertsch; Quan Vuong; James Tanner; Anna Walling; Haohuan Wang; Niccolo Fusai; Adrian Li-Bell; Danny Driess; et al. (CoRR, 2025)

π0.5: a Vision-Language-Action Model with Open-World Generalization. - Physical Intelligence; Kevin Black; Noah Brown; James Darpinian; Karan Dhabalia; Danny Driess; Adnan Esmail; Michael Equi; Chelsea Finn; Niccolo Fusai; Manuel Y. Galliker; Dibya Ghosh; et al. (CoRR, 2025)

Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better. - Danny Driess; Jost Tobias Springenberg; Brian Ichter; Lili Yu; Adrian Li-Bell; Karl Pertsch; Allen Z. Ren; Homer Walke; Quan Vuong; Lucy Xiaoyang Shi; Sergey Levine (CoRR, 2025)