Hi, I’m Linh or Levi. I am a PhD student about Machine Learning at Applied Artificial Intelligence Institute (A2I2), Deakin University, advised by Prof. Sunil Gupta and Dr. Hung Tran The. Before that, I graduated from University of Engineering and Technology, Vietnam National University Hanoi, with a first-class degree in Information Technology’s (Honors Program).

My research interests center on Machine Learning, with a current focus on Reinforcement Learning (RL) in both offline and offline-online settings, alongside Transfer Learning, Robustness, and Generalization. My goal is to develop sample-efficient RL algorithms and apply them to real-world scenarios, particularly in robotics and large language models (LLMs). I am also interested in exploring the applications of Diffusion Models within the context of Reinforcement Learning.

News and Updates

2024

• 12/24: My paper on Cross-domain Offline RL with limited target samples setting got accepted at GenPlan2025 workshop at AAAI 2025.

2023

• 12/23: My paper on Cross-domain in Reinforcement Learning with Deficient Support was accepted (Oral presentation) at AAMAS 2024 in Auckland, New Zealand. Grateful to my supervisors for their invaluable support.

2022

• 08/22: I moved to Geelong, VIC, Australia and started my PhD journey.
• 06/22: I received the offer letter from Applied Artificial Intelligence Institute, Deakin University for a PhD position with Scholarship!