Aaron Chen

Senior Lecturer School of Engineering and Computer Science
Teaching in 2020
- Course Lecturer
- Course Lecturer
- ENGR 301Project ManagementCourse Lecturer
- ENGR 302Group ProjectCourse Lecturer
Qualifications
B.Eng, PhDResearch Interests
My research focuses on- Machine learning, in particular reinforcement learning algorithms and learning classifier systems.
- Evolutionary computation algorithms for optimization and scheduling
- Multi-agent and peer-to-peer systems
- Data mining for network security applications
Research Projects and Prospective PhD Students
I am currently working on a University funded project on evolutionary reinforcement learning in multi-agent systems. If you want to be a research assistant working on this project, please contact me (send me an email, call me, or drop in). PhD scholarships are available for students who are highly motivated and have good grades (A- or above). Students with significant research/industry experience will also be considered. Research topics for prospective PhD students to consider include (but not limited to) the following:- Reinforcement learning algorithms and learning classifier systems for multi-agent, multi-objective learning
- Evolutionary computation algorithms and their application to optimization and scheduling problems
- Resource discovery, management, and load balancing in networked systems, such as peer-to-peer networks and cloud computing systems
- Data mining technologies for network security applications, such as network intrusion detection and defence