GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models. - Mianchu Wang; Rui Yang 010; Xi Chen; Meng Fang (CoRR, 2023)

GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models. - Mianchu Wang; Rui Yang 010; Xi Chen; Hao Sun; Meng Fang; Giovanni Montana (Trans. Mach. Learn. Res., 2024)

Goal-conditioned offline reinforcement learning through state space partitioning. - Mianchu Wang; Yue Jin; Giovanni Montana (Mach. Learn., 2024)

Learning on One Mode: Addressing Multi-modality in Offline Reinforcement Learning. - Mianchu Wang; Yue Jin; Giovanni Montana (ICLR, 2025)

Retrosynthesis Planning via Worst-path Policy Optimisation in Tree-structured MDPs. - Mianchu Wang; Giovanni Montana (CoRR, 2025)