
Mr Dat Nguyen Ngoc
BSc, BA, MSc
Expertise
Current positions
Marie Curie Research Fellow - Marie Sklodowska-Curie Early Stage Researcher
School of Computer Science
Contact
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Research interests
My research focuses on AI for Robotics that integrate on Edge/Cloud, and optimization of AI application life cycle based on MLOps. Generally, I am an AI researcher with deep, various experience in deep learning, reinforcement learning, and metric learning.
Currently, I have a specific interest in real time computer vision, tracking, distributed system and navigation for unmanned aerial vehicles (drones). These technologies help me to study adaptive tracking for detection and identification, which will be applied to protect human wildlife, monitor wildlife populations. I desire to develop a comprehensive solution from edge layer (robots) to cloud layer for wildlife conservation revolution.
Projects and supervisions
Research projects
WildDrone
Principal Investigator
Role
Student
Description
Autonomous Drones for Nature Conservation MissionsManaging organisational unit
School of Civil, Aerospace and Design EngineeringDates
01/01/2023 to 31/12/2026
Publications
Recent publications
14/03/2022GCTD3: Modeling of Bipedal Locomotion by Combination of TD3 Algorithms and Graph Convolutional Network
Applied Sciences
Supporting Impaired People with a Following Robotic Assistant by means of End-to-End Visual Target Navigation and Reinforcement Learning Approaches
ICYRIME 2021 International Conference of Yearly Reports on Informatics Mathematics, and Engineering 2021