Myungjae Shin

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Reinforcement Learning

Top Venues

IEEE Trans. Veh. Technol.

IEEE Trans. Ind. Informatics

Publications

Won Joon Yun, Myungjae Shin, David Mohaisen, Kangwook Lee, Joongheon Kim
Hierarchical Deep Reinforcement Learning-Based Propofol Infusion Assistant Framework in Anesthesia. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Won Joon Yun, Myungjae Shin, Soyi Jung, JeongGil Ko, Hyung-Chul Lee, Joongheon Kim
Deep reinforcement learning-based propofol infusion control for anesthesia: A feasibility study with a 3000-subject dataset. Comput. Biol. Medicine 156 (2023)
Won Joon Yun, Myungjae Shin, Soyi Jung, Sean S.-C. Kwon, Joongheon Kim
Parallelized and randomized adversarial imitation learning for safety-critical self-driving vehicles. J. Commun. Networks 24 (6) (2022)
Won Joon Yun, Soohyun Park, Joongheon Kim, Myungjae Shin, Soyi Jung, David A. Mohaisen, Jae-Hyun Kim
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control. CoRR (2022)
Won Joon Yun, Soohyun Park, Joongheon Kim, Myungjae Shin, Soyi Jung, David A. Mohaisen, Jae-Hyun Kim
Cooperative Multiagent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control. IEEE Trans. Ind. Informatics 18 (10) (2022)
Myungjae Shin, Joongheon Kim
Adversarial Imitation Learning via Random Search in Lane Change Decision-Making. CoRR (2021)
Soyi Jung, Won Joon Yun, Myungjae Shin, Joongheon Kim, Jae-Hyun Kim
Orchestrated Scheduling and Multi-Agent Deep Reinforcement Learning for Cloud-Assisted Multi-UAV Charging Systems. IEEE Trans. Veh. Technol. 70 (6) (2021)
Won Joon Yun, Myungjae Shin, Soyi Jung, Sean S.-C. Kwon, Joongheon Kim
Parallelized and Randomized Adversarial Imitation Learning for Safety-Critical Self-Driving Vehicles. CoRR (2021)
Minseok Choi, Myungjae Shin, Joongheon Kim
Dynamic video delivery using deep reinforcement learning for device-to-device underlaid cache-enabled Internet-of-vehicle networks. J. Commun. Networks 23 (2) (2021)
Myungjae Shin, Joongheon Kim
Joint Behavioral Cloning and Reinforcement Learning Method for Propofol and Remifentanil Infusion in Anesthesia. ICOIN (2021)
Myungjae Shin, David Mohaisen, Joongheon Kim
Bitcoin Price Forecasting via Ensemble-based LSTM Deep Learning Networks. ICOIN (2021)
Joongheon Kim, Myungjae Shin, Dohyun Kim, Soohyun Park, Yeongeun Kang, Junghyun Kim, Haemin Lee, Won Joon Yun, Jaeho Choi, Seunghoon Park, Seunghyeok Oh, Jaesung Yoo
Performance Comparison of SRCNN, VDSR, and SRDenseNet Deep Learning Models in Embedded Autonomous Driving Platforms. ICOIN (2021)
Myungjae Shin, Chihoon Hwang, Joongheon Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning. CoRR (2020)
Myungjae Shin, Dae-Hyun Choi, Joongheon Kim
Cooperative Management for PV/ESS-Enabled Electric Vehicle Charging Stations: A Multiagent Deep Reinforcement Learning Approach. IEEE Trans. Ind. Informatics 16 (5) (2020)
Myungjae Shin, Joongheon Kim, Marco Levorato
Auction-based Charging Scheduling with Deep Learning Framework for Multi-Drone Networks. CoRR (2020)
Myungjae Shin, Joongheon Kim
Adversarial Imitation Learning via Random Search. CoRR (2020)
Myungjae Shin, Joongheon Kim
Randomized Adversarial Imitation Learning for Autonomous Driving. IJCAI (2019)
Myungjae Shin, Joongheon Kim, Marco Levorato
Auction-Based Charging Scheduling With Deep Learning Framework for Multi-Drone Networks. IEEE Trans. Veh. Technol. 68 (5) (2019)
Myungjae Shin, Joongheon Kim
Randomized Adversarial Imitation Learning for Autonomous Driving. CoRR (2019)
SooHyun Park, Junhui Kim, Dohyun Kwon, Myungjae Shin, Joongheon Kim
Joint Offloading and Streaming in Mobile Edges: A Deep Reinforcement Learning Approach. APWCS (2019)
Myungjae Shin, Joongheon Kim
Adversarial Imitation Learning via Random Search. IJCNN (2019)
Bokyung Seo, Myungjae Shin, Yeong Jong Mo, Joongheon Kim
Top-down parsing for Neural Network Exchange Format (NNEF) in TensorFlow-based deep learning computation. ICOIN (2018)
Myungjae Shin, Joongheon Kim, Aziz Mohaisen, Jaebok Park, KyungHee Lee
Neural Network Syntax Analyzer for Embedded Standardized Deep Learning. EMDL@MobiSys (2018)
Hyunjae Lee, Myungjae Shin, Kyeong Seon Kim, Yeongeun Kang, Joongheon Kim
Recipient-Oriented Transaction for Preventing Double Spending Attacks in Private Blockchain. SECON (2018)