Minh Hoang Nguyen

👋 Hi, I’m Henry (@mhngu23)

A passionate researcher in Artificial Intelligence and Machine Learning, with a particular focus on Reinforcement Learning.

My research focuses on advancing the frontiers of artificial intelligence, specifically on decision-making agents, to solve real-world problems and improve quality of life. I am driven by a commitment to impactful innovation, aiming to build intelligent systems that contribute to smarter, more sustainable communities. With a strong foundation in both theoretical and applied AI, I seek to bridge research and practice to create meaningful technological solutions that empower society.

🎓 Academic Background

• PhD Student, A2i2 Lab, Deakin University, Australia
• Master of Artificial Intelligence, RMIT University (GPA: 3.9/4.0)

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🔗 Online Profiles

📌 Google Scholar: https://scholar.google.com/citations?user=bU_mv-8AAAAJ&hl=en
🔗 LinkedIn: https://www.linkedin.com/in/minh-hoang-nguyen-521500175/
🧬 ORCID: https://orcid.org/0000-0002-8134-3341

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📖 PhD Research Journey

• ECML/PKDD 2025
  Hybrid Cross-domain Robust Reinforcement Learning
  Authors: Linh Le Pham Van, Minh Hoang Nguyen, Hung Le, Hung Tran The, Sunil Gupta

• IJCAI 2025
  Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer
  Authors: Minh Hoang Nguyen, Linh Le Pham Van, Thommen George Karimpanal, Sunil Gupta, Hung Le

• ECML/PKDD 2024
  Variable-Agnostic Causal Exploration for Reinforcement Learning
  Authors: Minh Hoang Nguyen, Hung Le, Svetha Venkatesh

• AAMAS 2024 Tutorial
  Reinforcement Learning Exploration via Memory
  Authors: Hung Le, Minh Hoang Nguyen, Van Dai Do

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📄 Other Publications

• ACM SAC 2023
  Rug-pull Malicious Token Detection on Blockchain Using Supervised Learning with Feature Engineering
  Author: Minh Hoang Nguyen, Phuong Duy Huynh, Son Hoang Dau, Xiaodong Li

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🤝 I’m always open to collaboration and new opportunities in AI/ML research and applied projects. Let’s connect!