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Mianchu Wang
Researcher, IBM Research
Joined
June 2022
Names
Mianchu Wang
(Preferred)
,
MIANCHU WANG
Emails
****@warwick.ac.uk
(Confirmed)
,
****@outlook.com
(Confirmed)
,
****@ibm.com
(Confirmed)
,
****@outlook.com
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
Researcher
IBM Research
(ibm.com)
2025
–
Present
PhD student
University of Warwick
(warwick.ac.uk)
2020
–
2025
Advisors, Relations & Conflicts
PhD Advisor
Giovanni Montana
2020
–
2025
Expertise
Reinforcement Learning
2020
–
Present
Publications
Retrosynthesis Planning via Worst-path Policy Optimisation in Tree-structured MDPs
Mianchu Wang
,
Giovanni Montana
NeurIPS 2025 poster
Readers:
Everyone
Learning on One Mode: Addressing Multi-modality in Offline Reinforcement Learning
Mianchu Wang
,
Yue Jin
,
Giovanni Montana
ICLR 2025 Poster
Readers:
Everyone
Goal-conditioned offline reinforcement learning through state space partitioning
Mianchu Wang
,
Yue Jin
,
Giovanni Montana
Mach. Learn. 2024
Readers:
Everyone
GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models
Mianchu Wang
,
Rui Yang
,
Xi Chen
,
Hao Sun
,
Meng Fang
,
Giovanni Montana
Accepted by TMLR
Readers:
Everyone
GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models
Mianchu Wang
,
Rui Yang
,
Xi Chen
,
Meng Fang
GCRL Workshop
Readers:
Everyone
Goal-conditioned Offline Reinforcement Learning through State Space Partitioning
Mianchu Wang
,
Yue Jin
,
Giovanni Montana
Published: 01 Jan 2023, Last Modified: 12 May 2023
CoRR 2023
Readers:
Everyone
Co-Authors
Giovanni Montana
Hao Sun
Meng Fang
Rui Yang
Xi Chen
Yue Jin