Changmin Park
About
I am Changmin Park, a Ph D. student in wireless intelligence at Network Edge Laboratory at Korea University. My research interests are Reinforcement Learning, Network, Drones and Software Defined Radio.
Research Interests
Reinforcement Learning
Drone Swarming
Autonomous Flight and Navigation for Unmanned Vehicles
Software Defined Radio
Contact
minpark0120 AT korea DOT ac DOT kr
Education
Korea University, Seoul, Republic of Korea
MS/Ph.D., Electrical Engineering, Feburary 2021 - Present
Adviser: Professor Hwangnam Kim
B.S, KwangWoon University (Feb, 2021)
Publications
International Journals
"Enhancing UAV Swarm Tactics with Edge AI: Adaptive Decision Making in Changing Environments"
Wooyong Jung*, Changmin Park*, Seunghyeon Lee, and Hwangnam Kim
Drones, Vol. 8, No. 10, Pages 582, Oct 2024
"Empowering Adaptive Geolocation-Based Routing for UAV Networks with Reinforcement Learning"
Changmin Park, Sangmin Lee, Hyeontae Joo, and Hwangnam Kim
Drones, Vol. 7, No. 6, Pages 387, June 2023
Domestic Conferences
"Transfer Learning-Based SDN Framework for Routing Optimization in UAV Networks"
Seunghyeon Lee, Kyeonghyun Yoo, WooYong Jung, Changmin Park, and Hwangnam Kim
Proc. Korea Institute of communications and Information Sciences, June 2024
"Physical Address Allocation Algorithm for Multiple UAVs Routing"
Changmin Park, Sangmin Lee, and Hwangnam Kim
Korea Institute of Military Science and Technology, June 2022
"Devising Opportunistic Routing for Drone Network using Reinforcement Learning"
Changmin Park, Seongjoon Park, Woonghee Lee, and Hwangnam Kim
Proc. Korea Institute of communications and Information Sciences, June 2021
Technical Skills
Languages: Python, C, C++
Languages
Korean (Native)
English (Limited)