About Me

[Linkedin]

• Ph.D student @[University of Oxford]
  • Computer Science Department
  • Oxford Robotics Institute
• Supervisors: Prof. Nick Hawes; Prof. Alessandro Abate; Dr. Raunak Bhattacharyya
• E-mail: firstnamelastname[at]robots.ox.ac.uk ([at] -> @)

Research Interests

• Metacognitive Intelligence Systems
• Decision Making under Uncertainty
• Deep Reinforcement Learning
• Behavioural Cloning
• Formal Verification & Model Checking

Teaching

• Computer Graphic, University of Oxford: Hilary,2022
• Internet of Things, (AIMS CDT's module), University of Oxford: Hilary, 2023-2024
• Introduction to Deep Learning: Michaelmas, 2023
• Reinforcement Learning: Michaelmas, 2023

Publications

• [ICLR '24] Minh Anh Pham, Duc-An Nguyen, Cephas Svosve, Vasileios Argyriou, Georgios Tzimiropoulos, PRE: Vision-Language Prompt Learning with Reparameterisation Encoder. (poster)
• [AAAI '24 Spring Symposium] Raunak Bhattacharyya, Duc-An Nguyen, Clara Colombatto, Steve Fleming, Ingmar Posner, Nick Hawes, Towards Intelligent Decision Support Systems in Robotics: Investigating the Role of Self-Confidence Calibration in Joint Decision-Making. (spotlight)
• [HSCC '23] Yulong Gao, Duc-An Nguyen, Karl H. Johansson and Alessandro Abate, CTL Model Checking of MDPs over Distribution Spaces.
• [QEST '22] Duc-An Nguyen, Yulong Gao, Karl H. Johansson and Alessandro Abate, CTL Model Checking of Markov Decision Processes over the Distribution Space Artifacts.
• [IEEE SMC '21] Duc-An Nguyen, J Nwadiuto, H Okuda, T Suzuki, Modeling Car-Following Behavior in Downtown Area based on Unsupervised Clustering and Variable Selection Method.
• [IFAC '20] Duc-An Nguyen, J Nwadiuto, H Okuda, T Suzuki, Model Structure Identification of Hybrid Dynamical Systems based on Unsupervised Clustering and Variable Selection.

Academic Services

• Reviewer at: IROS (2022), ICCA (2022), IFAC (2022), COSY (2022), FORMATS (2022)
• Participant @ARCH-COMP22