Contact details +6492136143
Dr Napoleon Reyes Ph.D. Computer Science
Senior Lecturer
Doctoral Supervisor School of Mathematical and Computational SciencesI am always fascinated by the enormous potential offered by the vast array of artificial intelligence (AI) algorithms that can be applied to dynamically changing environments. My research revolves around building hybrid AI techniques for robot path-planning, meta-level reasoning, computer vision and machine learning.
Professional
Qualifications
- Doctor of Philosophy in Computer Science - De La Salle University, Manila (2004)
Certifications and Registrations
- Licence, Supervisor, Massey University
Research Expertise
Research Interests
Intelligent Systems, Machine Learning and Computer Vision
Research Opportunities
- Multi-agent path-planning in unknown terrains (02/12/2023) This project explores the use of optimal and incremental search algorithms for building the intelligence for multi-agent path-planning in unknown terrains
- Artificial intelligence for the robot soccer game (02/12/2023) This project explores the use of fuzzy logic and reinforcement learning for building the intelligence for the robot soccer game
Area of Expertise
Field of research codes
Adaptive Agents and Intelligent Robotics (080101):
Artificial Intelligence and Image Processing (080100):
Computer Vision (080104):
Information And Computing Sciences (080000)
Research Outputs
Journal
[Journal article]Authored by: Han, B., Mathrani, A., Reyes, N.
[Journal article]Authored by: Reyes, N., Susnjak, T.
[Journal article]Authored by: Bond, I., Reyes, N.
[Journal article]Authored by: Reyes, N., Scogings, C.
[Journal article]Authored by: Reyes, N.
[Journal article]Authored by: Reyes, N., Susnjak, T.
Book
[Chapter]Authored by: Reyes, N., Susnjak, T.
[Chapter]Authored by: Reyes, N., Susnjak, T.
[Chapter]Authored by: Reyes, N., Susnjak, T.
[Chapter]Authored by: Reyes, N., Susnjak, T.
[Chapter]Authored by: Reyes, N.
[Chapter]Authored by: Reyes, N., Susnjak, T.
Conference
[Conference]Authored by: Reyes, N.
[Conference Paper in Published Proceedings]Authored by: Reyes, N.
[Conference Abstract]Authored by: Reyes, N.
[Conference]Authored by: Reyes, N.
[Conference Oral Presentation]Authored by: Reyes, N., Susnjak, T.
[Conference Paper in Published Proceedings]Authored by: Reyes, N., Scogings, C.
[Conference Paper in Published Proceedings]Authored by: Reyes, N., Scogings, C.
[Conference Paper in Published Proceedings]Authored by: Reyes, N., Susnjak, T.
[Conference Paper in Published Proceedings]Authored by: Reyes, N., Scogings, C.
[Conference Paper in Published Proceedings]Authored by: Reyes, N., Susnjak, T.
[Conference Paper in Published Proceedings]Authored by: Reyes, N., Susnjak, T.
[Conference Paper in Published Proceedings]Authored by: Reyes, N., Susnjak, T.
[Conference Paper in Published Proceedings]Authored by: Reyes, N., Susnjak, T.
[Conference Poster]Authored by: Reyes, N., Susnjak, T.
[Conference Paper in Published Proceedings]Authored by: Reyes, N., Susnjak, T.
[Conference Paper in Published Proceedings]Authored by: Reyes, N., Susnjak, T.
[Conference Paper in Published Proceedings]Authored by: Johnson, M., Reyes, N., Susnjak, T.
[Conference Paper in Published Proceedings]Authored by: Reyes, N., Susnjak, T.
[Conference Oral Presentation]Authored by: Reyes, N., Susnjak, T.
[Conference Paper in Published Proceedings]Authored by: Reyes, N., Susnjak, T.
[Conference Poster]Authored by: Reyes, N.
[Conference]Authored by: Reyes, N.
Other
[Working Paper]Authored by: Reyes, N., Susnjak, T.
Uncategorised
[Preprint]Authored by: Ranathunga, R., Reyes, N., Susnjak, T.
Teaching and Supervision
Teaching Statement
The constant pursuit of new knowledge and the opportunity to share that knowledge is what brings excitement for me as an academic. I find this continuing learning process truly rewarding and enriching as a person. One of my roles is to try and demystify complex algorithms, so that students can learn them thoroughly and more easily. I also see the teaching profession as a platform for inspiring minds to tackle real-world problems.
Graduate Supervision Statement
Keeping at pace with the ever-changing technology is key to identifying what opportunities lie ahead to allow one to contribute to the scientific community. Given any research area, students are expected to face a steep learning curve at the beginning and so careful guidance is important. A problem may seem to be insurmountable, but no problem can withstand the attack of sustained thinking. A post graduate research is a journey that must be carried out with grit and systematised work. It’s a collaboration between me and the student. With my research and supervision experience, any student who systematically strives hard to explore a realm of research will eventually attain success.
Areas of interest: artificial intelligence, computer vision, machine learning
Dr Napoleon Reyes is available for Masters and Doctorial supervision.
Summary of Doctoral Supervision
Position | Current | Completed |
---|---|---|
Main Supervisor | 1 | 3 |
Co-supervisor | 0 | 2 |
Current Doctoral Supervision
Main Supervisor of:
-
Martin Brenner
-
Doctor of Philosophy
Multimodal object perception
Completed Doctoral Supervision
Main Supervisor of:
-
2024
-
Mona Alshehri
-
Doctor of Philosophy
Evolving and Co-Evolving Meta-Level Reasoning Strategies for Multi-Agent Collaboration -
2020
-
Jun Ren
-
Doctor of Philosophy
Deep Representation Learning for Action Recognition from RGB+D -
2010
-
Guy Kloss
-
Doctor of Philosophy
Adaptation of colour perception through dynamic ICC profile modification
Co-supervisor of:
-
2022
-
Preeti Cowan
-
Doctor of Philosophy
Deep Learning for Asteroid Detection in Large Astronomical Surveys -
2011
-
Antony Gerdelan
-
Doctor of Philosophy
Hybrid Artificial Intelligence Algorithms for Autonomous Agents