Mianchu Wang

About Me

Name:

Mianchu Wang

Affiliation:

University of Warwick

Position:

PhD Student & Research Assistant

Research Interests:

Reinforcement Learning and its Applications

Email:

mianchu.wang [AT] warwick.ac.uk

GitHub

Google Scholar

Experiences

Research Assistant 2023-2025 University of Warwick Supported by EPSRC on offline reinforcement learning methods. Senior Teaching Assistant 2022-2023 University of Warwick Assisted WM391 Industrial Vision and Processing. Assisted WM3B7 Data Science and Machine Learning. Research Intern 2018 Chinese Academy of Sciences Had a taste of machine learning research.

Education

PhD in Engineering 2020-2025 University of Warwick BSc in Computer Science 2016-2020 Lancaster University BEng in Computer Science 2016-2020 Beijing Jiaotong University

Publications

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

Mianchu Wang, Yue Jin, Giovanni Montana International Conference on Learning Representations (ICLR), 2025

GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models

Mianchu Wang, Rui Yang, Xi Chen, Hao Sun, Meng Fang, Giovanni Montana Transactions on Machine Learning Research (TMLR), 2024

Goal-conditioned Offline Reinforcement Learning through State Space Partitioning

Mianchu Wang, Yue Jin, Giovanni Montana Machine Learning, 2024

Talks

UK AI Conference, Birmingham Nov 2024 European Conference on Machine Learning, Vilnius Sep 2024 GCRL Workshop at NeurIPS, New Orleans Dec 2023

Services

Reviewer: ICLR 2025, TMLR 2024-2025.