스마트 정보 시스템 연구실
한국과학기술원 본교(제1캠퍼스) 전기및전자공학부
성영철 교수
5G Mobile Communication
Reinforcement Learning
Machine Learning
발행물
컨퍼런스
Myungsik Cho, Jongeui Park, Suyoung Lee and Youngchul Sung*
2024
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Hard task first: Multi-task reinforcement learning through task scheduling
Giseung Park, Woohyeon Byun, Seongmin Kim, Elad Habakuk, Amir Leshem and Youngchul Sung*
The max-min formulation of multi-objective reinforcement learning: From theory to a model-free algorithm
Jeonghye Kim, Suyoung Lee, Woojun Kim*, and Youngchul Sung*
Decision convformer: Local filtering in metaformer is sufficient for decision making
Jeonghye Kim, Woojun Kim, and Suyoung Lee, and Youngchul Sung
2023
Woojun Kim+, Yongjae Shin+, Jongeui Park, and Youngchul Sung
Sample-efficient and safe deep reinforcement learning via reset deep ensemble agents
