Lee Donghwan Lab
Lee Donghwan Lab
KAIST · Electrical Engineering
Professor
Prof. 이동환
Professor's page · publicationsAbout
이동환(Donghwan Lee) 교수는 KAIST 전기및전자공학부 소속으로 강화학습 연구실(Reinforced Decision Intelligence)을 이끈다. 강화학습·기계학습·제어 이론과 이들의 상호작용에 관한 이론과 응용을 연구한다. 로봇·자율주행 응용, AI 기반 데이터 사이언스, 대규모 언어모델 등으로 영역을 확장하고 있다. 퍼듀대에서 2017년 박사 학위를 받았다.
Research keywords
Selected publications
- Pretraining a shared Q-network for data-efficient offline reinforcement learningNeurIPS 2025 · 2025
- A primal-dual perspective for distributed TD-learningIJCAI 2025 · 2025
- Regularized Q-learningNeurIPS 2024 · 2024
- Final iteration convergence bound of Q-Learning: switching system approachIEEE Transactions on Automatic Control, Vol. 69, No. 7 · 2024
- Finite-time error analysis of soft Q-learning: switching system approachIEEE CDC 2024 · 2024
Other labs in this department
- Kim Dongjoon LabRecruiting
Dongjun Kim
Computer architecture, interconnection networks, mobile systems, hardware security
- Kim Moonchul LabRecruiting
Munchurl Kim
Video coding, pattern recognition, visual communications
- Kim Minjun LabRecruiting
Min Jun Kim
Physical robot interaction, collaborative robots, aerial manipulation
- Kim Seongmin LabRecruiting
Song Min Kim
Wireless systems and networks, mobile computing, IoT
- Kim Yonghoon LabRecruiting
Yong-Hoon Kim
Atomic-scale device simulations, high-performance/machine-learning scientific computing
- Kim Junmo LabRecruiting
Junmo Kim
Statistical signal processing, image processing, computer vision, information theory