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Myungjae Shin
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2020 – today
- 2024
- [j8]Won Joon Yun
, Myungjae Shin
Hierarchical Deep Reinforcement Learning-Based Propofol Infusion Assistant Framework in Anesthesia. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2510-2521 (2024) - 2023
- [j7]Won Joon Yun, Myungjae Shin, Soyi Jung, JeongGil Ko, Hyung-Chul Lee
Deep reinforcement learning-based propofol infusion control for anesthesia: A feasibility study with a 3000-subject dataset. Comput. Biol. Medicine 156: 106739 (2023) - 2022
- [j6]Won Joon Yun, Myungjae Shin, Soyi Jung, Sean Soek-Chul Kwon, Joongheon Kim:
Parallelized and randomized adversarial imitation learning for safety-critical self-driving vehicles. J. Commun. Networks 24(6): 710-721 (2022) - [j5]Won Joon Yun
Cooperative Multiagent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control. IEEE Trans. Ind. Informatics 18(10): 7086-7096 (2022) - [i7]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 abs/2201.05843 (2022) - 2021
- [j4]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): 117-128 (2021) - [j3]Soyi Jung
Orchestrated Scheduling and Multi-Agent Deep Reinforcement Learning for Cloud-Assisted Multi-UAV Charging Systems. IEEE Trans. Veh. Technol. 70(6): 5362-5377 (2021) - [c9]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: 56-58 - [c8]Myungjae Shin, David Mohaisen
Bitcoin Price Forecasting via Ensemble-based LSTM Deep Learning Networks. ICOIN 2021: 603-608 - [c7]Myungjae Shin, Joongheon Kim:
Joint Behavioral Cloning and Reinforcement Learning Method for Propofol and Remifentanil Infusion in Anesthesia. ICOIN 2021: 849-852 - [i6]Myungjae Shin, Joongheon Kim:
Adversarial Imitation Learning via Random Search in Lane Change Decision-Making. CoRR abs/2109.05197 (2021) - [i5]Won Joon Yun, Myungjae Shin, Soyi Jung, Sean Soek-Chul Kwon, Joongheon Kim:
Parallelized and Randomized Adversarial Imitation Learning for Safety-Critical Self-Driving Vehicles. CoRR abs/2112.14710 (2021) - 2020
- [j2]Myungjae Shin
Cooperative Management for PV/ESS-Enabled Electric Vehicle Charging Stations: A Multiagent Deep Reinforcement Learning Approach. IEEE Trans. Ind. Informatics 16(5): 3493-3503 (2020) - [i4]Myungjae Shin, Joongheon Kim, Marco Levorato:
Auction-based Charging Scheduling with Deep Learning Framework for Multi-Drone Networks. CoRR abs/2001.03611 (2020) - [i3]Myungjae Shin, Chihoon Hwang, Joongheon Kim, Jihong Park
XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning. CoRR abs/2006.05148 (2020) - [i2]Myungjae Shin, Joongheon Kim:
Adversarial Imitation Learning via Random Search. CoRR abs/2008.09450 (2020)
2010 – 2019
- 2019
- [j1]Myungjae Shin
Auction-Based Charging Scheduling With Deep Learning Framework for Multi-Drone Networks. IEEE Trans. Veh. Technol. 68(5): 4235-4248 (2019) - [c6]SooHyun Park, Junhui Kim, Dohyun Kwon, Myungjae Shin, Joongheon Kim:
Joint Offloading and Streaming in Mobile Edges: A Deep Reinforcement Learning Approach. APWCS 2019: 1-4 - [c5]Myungjae Shin, Joongheon Kim:
Randomized Adversarial Imitation Learning for Autonomous Driving. IJCAI 2019: 4590-4596 - [c4]Myungjae Shin, Joongheon Kim:
Adversarial Imitation Learning via Random Search. IJCNN 2019: 1-8 - [i1]Myungjae Shin, Joongheon Kim:
Randomized Adversarial Imitation Learning for Autonomous Driving. CoRR abs/1905.05637 (2019) - 2018
- [c3]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: 522-524 - [c2]Myungjae Shin, Joongheon Kim, Aziz Mohaisen, Jaebok Park, KyungHee Lee:
Neural Network Syntax Analyzer for Embedded Standardized Deep Learning. EMDL@MobiSys 2018: 37-41 - [c1]Hyunjae Lee, Myungjae Shin, Kyeong Seon Kim, Yeongeun Kang, Joongheon Kim:
Recipient-Oriented Transaction for Preventing Double Spending Attacks in Private Blockchain. SECON 2018: 454-455
Coauthor Index
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last updated on 2024-10-15 20:44 CEST by the dblp team
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