Model-based Trajectory Stitching for Improved Offline Reinforcement Learning. - Charles A. Hepburn; Giovanni Montana (CoRR, 2022)

Model-based trajectory stitching for improved behavioural cloning and its applications. - Charles A. Hepburn; Giovanni Montana (Mach. Learn., 2024)

State-Constrained Offline Reinforcement Learning. - Charles A. Hepburn; Yue Jin; Giovanni Montana (Trans. Mach. Learn. Res., 2025)