Principle Supervisor of Minh Hoang Nguyen
PhD course (finished), Deakin University, 2023
F975, PhD. Candidate Minh Hoang Nguyen. Causal Reinforcement Learning, The Synergistic Relationship between Causal Inference and Reinforcement Learning. 2023-2026
Publications
Accelerating Long-Term Molecular Dynamics with Physics-Informed Time-Series Forecasting
Published/Accepted at ICDM, 2025
Authors: Hung Le, Sherif Abbas, Minh Hoang Nguyen, Van Dai Do, Huu Hiep Nguyen, Dung Nguyen
Link
DmC: Nearest Neighbor Guidance Diffusion Model for Offline Cross-domain Reinforcement Learning
Published/Accepted at ECAI, 2025
Authors: Linh Le Pham Van, Minh Hoang Nguyen, Duc Kieu, Hung Le, Hung The Tran and Sunil Gupta
Link
Hybrid Cross-domain Robust Reinforcement Learning
Published/Accepted at ECML-PKDD, 2025
Authors: Linh Le Pham Van, Minh Hoang Nguyen, Hung Le, Hung Tran, Sunil Gupta
Link
Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer
Published/Accepted at IJCAI, 2025
Authors: Minh Hoang Nguyen, Linh Le Pham Van, Thommen George Karimpanal, Sunil Gupta, Hung Le
Link
Variable-Agnostic Causal Exploration for Reinforcement Learning
Published/Accepted at ECML-PKDD, 2024
Authors: Minh Hoang Nguyen, Hung Le, Svetha Venkatesh
Code•Link