Ph.D. Candidate

School of Electrical Engineering, Korea University

AICL (AI and Intelligent Communication Lab)

Contact

Email: [email protected]

Research Interest

Reinforcement learning (RL)

Integrated sensing and communication (ISAC)

Google Scholar

Education

<aside> <img src="/icons/sync-reverse_gray.svg" alt="/icons/sync-reverse_gray.svg" width="40px" /> (Integrated M.S. and Ph.D. course) 2023.09 - Present

Electrical Engineering, Korea University, Korea

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<aside> <img src="/icons/graduate_gray.svg" alt="/icons/graduate_gray.svg" width="40px" /> (B.S.) 2019.03 - 2023.02

Information and Communications Engineering, Myongji University, Korea

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Experience

Undergraduate Interns ( 2021.03 - 2022.12 )

• ABC Lab, Myongji University, Korea
• Supervisor: Prof. Jinkyu Kang

Undergraduate Interns ( 2022.01 - 2023.08 )

• AICL, Korea University, Korea
• Supervisor: Prof. Inkyu Lee

Publications

Domestic

• Conference Papers
  • 김정원, 정재민, 강진규, "전이중 중계 시스템에서 협력 재밍 신호 자원 할당 최적화," 2022 KICS Summer Conference
  • 김정원, 황상원, 김상민, 부지림, 문지환, 이인규, "무인 항공기 기반 통신에서 사용자 스케줄링을 위한 제약 조건 기반 강화학습," 2026 KICS Winter Conference

International

• Journal Papers

  • Zhilin Fu, Sangmin Kim, Sangwon Hwang, Jihwan Moon, Jeongwon Kim, and Inkyu Lee, "Deep Reinforcement Learning for Adaptive Power Allocation in ISAC Systems with Mobile Target", submitted to IEEE Transactions on Vehicular Technology, December 2025

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• Conference Papers

Patents

Project