Wang, Mianchu

5 publications

ICLR 2025 Learning on One Mode: Addressing Multi-Modality in Offline Reinforcement Learning Mianchu Wang, Yue Jin, Giovanni Montana

NeurIPS 2025 Retrosynthesis Planning via Worst-Path Policy Optimisation in Tree-Structured MDPs Mianchu Wang, Giovanni Montana

TMLR 2024 GOPlan: Goal-Conditioned Offline Reinforcement Learning by Planning with Learned Models Mianchu Wang, Rui Yang, Xi Chen, Hao Sun, Meng Fang, Giovanni Montana

MLJ 2024 Goal-Conditioned Offline Reinforcement Learning Through State Space Partitioning Mianchu Wang, Yue Jin, Giovanni Montana

NeurIPSW 2023 GOPlan: Goal-Conditioned Offline Reinforcement Learning by Planning with Learned Models Mianchu Wang, Rui Yang, Xi Chen, Meng Fang