스마트 정보 시스템 연구실
한국과학기술원 본교(제1캠퍼스) 전기및전자공학부
성영철 교수
Artificial Intelligence
Reinforcement Learning
5G Mobile Communication
발행물
컨퍼런스
ICML 2022 Workshop: Adaptive Experimental Design and Active Learning in the Real World (ReALML)
2022
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Nonlinear rescaling of acquisition metric values based on distribution fitting
ICLR 2022 Workshop on Generalizable Policy Learning in Physical World (GPL)
Multi-task reinforcement learning with task representation method
the 36rd AAAI Conference on Artificial Intelligence (AAAI)
Blockwise sequential model learning for partially observable reinforcement learning
Conference on Neural Information Processing Systems (NeurIPS) 2021
2021
A max-min entropy framework for reinforcement learning
International Conference on Machine Learning (ICML) 2021
Training signal design for sparse channel estimation in millimeter-wave communication with intelligent reflecting surfaces