Publications 1 페이지 | 서울대학교AI연구원(AIIS)

RESEARCH

Energy+AI

Total 1건 1 페이지
Energy + AI

On the Design of Tailored Neural Networks for Energy Harvesting Broadcast Channels: A Reinforcement Learning Approach (Heasung Kim, Jungtae Kim, Wonjae Shin, Heecheol Yang, Nayoung Lee, Sung Jin Kim, and Jungwoo Lee) IEEE Access 2020 #이정우 교수팀

Optimized Shallow Neural Networks for Sum-Rate Maximization in Energy Harvesting Downlink Multiuser NOMA Systems (Heasung Kim, Taehyun Cho, Jungwoo Lee, Wonjae Shin, and H. Vincent Poor) IEEE Journal on Selected Areas in Communications, Aug. 2020 #이정우 교수팀

An Efficient Neural Network Architecture for Rate Maximization in Energy Harvesting Downlink Channels (Heasung Kim, Taehyun Cho, Jungwoo Lee, Wonjae Shin, Harold Vincent Poor) IEEE International Symposium on Information Theory, June 21-26, 2020 #이정우 교수팀

RL-based Transmission Completion Time Minimization with Energy Harvesting for Time-varying Channels (Heasung Kim, Wonjae Shin, Heecheol Yang, and Jungwoo Lee) IEEE ICC’20 Open Workshop on Machine Learning for Communications (ML4COM), June 7-11, 2020 #이정우 교수팀

Automotive Radar Signal Inference Mitigation Using RNN With Self Attention (Jiwoo Mun, Seokhyeon Ha, and Jungwoo Lee) ICASSP, May 4-8, 2020 #이정우 교수팀

REST: performance improvement of a black box model via RL based spatial transformation (Jaemyung Kim, Chanwoo Park, Hyungjin Kim, and Jungwoo Lee) AAAI, Feb 7-12, 2020 #이정우 교수팀

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