Learning on One Mode: Addressing Multi-modality in Offline Reinforcement Learning.

Mianchu Wang Mianchu Wang Yue Jin Giovanni Montana Learning on One Mode: Addressing Multi-modality in Offline Reinforcement Learning. 2025 ICLR https://openreview.net/forum?id=upkxzurnLC conf/iclr/2025 db/conf/iclr/iclr2025.html#WangJM25 Mianchu Wang Giovanni Montana Retrosynthesis Planning via Worst-path Policy Optimisation in Tree-structured MDPs. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/bfe7998398779dde03cad7a73b1f81b6-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#WangM25

Mianchu Wang Giovanni Montana Retrosynthesis Planning via Worst-path Policy Optimisation in Tree-structured MDPs. 2025 September abs/2509.10504 CoRR https://doi.org/10.48550/arXiv.2509.10504 db/journals/corr/corr2509.html#abs-2509-10504 streams/journals/corr

Mianchu Wang Yue Jin Giovanni Montana Goal-conditioned offline reinforcement learning through state space partitioning. 2435-2465 2024 May 113 Mach. Learn. 5 https://doi.org/10.1007/s10994-023-06500-z https://www.wikidata.org/entity/Q128665597 db/journals/ml/ml113.html#WangJM24

Mianchu Wang Rui Yang 0010 Xi Chen Hao Sun Meng Fang Giovanni Montana GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models. 2024 2024 Trans. Mach. Learn. Res. https://openreview.net/forum?id=zOKAmm8R9B db/journals/tmlr/tmlr2024.html#Wang0CSFM24

Mianchu Wang Yue Jin Giovanni Montana Learning on One Mode: Addressing Multi-Modality in Offline Reinforcement Learning. 2024 abs/2412.03258 CoRR https://doi.org/10.48550/arXiv.2412.03258 db/journals/corr/corr2412.html#abs-2412-03258 streams/journals/corr

Mianchu Wang Yue Jin Giovanni Montana Goal-conditioned Offline Reinforcement Learning through State Space Partitioning. 2023 abs/2303.09367 CoRR https://doi.org/10.48550/arXiv.2303.09367 db/journals/corr/corr2303.html#abs-2303-09367

Mianchu Wang Rui Yang 0010 Xi Chen Meng Fang GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models. 2023 abs/2310.20025 CoRR https://doi.org/10.48550/arXiv.2310.20025 db/journals/corr/corr2310.html#abs-2310-20025

Xi Chen Meng Fang Yue Jin Giovanni Montana Hao Sun Rui Yang 0010