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Donghun Lee
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Autonomous IoT Research Section
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Type Year Title Cited Download
Conference
2023 An Experimental Study on Uncertainty-Driven Pessimistic Q-Ensemble using Multiple Offline Pre-Trained Models   장인국   한국통신학회 종합 학술 발표회 (추계) 2023, pp.1-2
Conference
2023 An Analysis of the Impact of Dataset Characteristics on Data-Driven Reinforcement Learning for a Robotic Long-Horizon Task   Ingook Jang   International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1-3 0
Conference
2023 Multi-robot Benchmark for Collaborative Manipulation Tasks   Seonghyun Kim   International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1789-1792 0
Conference
2023 An Empirical Investigation of Visual Reinforcement Learning for 3D Continuous Control   Samyeul Noh   International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1699-1702 0
Conference
2023 High-level Visual Representation via Perceptual Representation Learning   Donghun Lee   International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1793-1795 0
Conference
2023 An Experimental Study on Object-centric Representation Learning for Model-based Reinforcement Learning   이동훈   한국 인공지능 학술대회 2023, pp.1-2
Conference
2022 An Experimental Study on the Collaborative Task Design and Learning for Robot Collaboration   김성현   한국통신학회 종합 학술 발표회 (추계) 2022, pp.1-2
Conference
2022 High-level Visual Representation Learning via Perceptual Object-centric Learning   이동훈   한국통신학회 종합 학술 발표회 (추계) 2022, pp.1-2
Conference
2022 End-to-End Reinforcement Learning for 3D Robotic Manipulation   노삼열   대한전자공학회 학술 대회 (추계) 2022, pp.1055-1056
Conference
2022 An Experimental Study of Multi-Agent Deep Reinforcement Learning for Collaborative Robot Arm Tasks   장인국   한국통신학회 종합 학술 대회 (추계) 2022, pp.1-2
Conference
2022 Perceptual Object-centric Learning for High-level Representation   Donghun Lee   International Conference on Control, Automation and Systems (ICCAS) 2022, pp.1-2
Conference
2021 Stochastic Video Prediction with Perceptual Loss   Donghun Lee   Conference on Neural Information Processing Systems (NeurIPS) 2021 : Workshop, pp.1-8
Journal
2021 Avoiding Collaborative Paradox in Multi-agent Reinforcement Learning   Hyunseok Kim   ETRI Journal, v.43, no.6, pp.1004-1012 4
Conference
2021 Pixel-based Continuous State Prediction with Perceptual Loss   Donghun Lee   International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1117-1119 1
Conference
2021 Generative Scene Graph Networks   Fei Deng  International Conference on Learning Representations (ICLR) 2021, pp.1-23 21
Conference
2020 Learning Control Policy with Previous Experiences from Robot Simulator   Donghun Lee   International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.863-865 2
Journal
2020 Knowledge Transfer for On-Device Deep Reinforcement Learning in Resource Constrained Edge Computing Systems   Ingook Jang   IEEE Access, v.8, pp.146588-146597 25
Journal
2019 Recent Advances in Multi-agent Reinforcement Learning   김성현   정보과학회지, v.37, no.11, pp.8-17
Conference
2019 Periodic Communication for Distributed Multi-agent Reinforcement Learning under Partially Observable Environment   Seonghyun Kim   International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.940-942 1
Conference
2019 분산 지능에서의 자율과 협력적 문제의 특성 고찰   김현석   통신 정보 합동 학술 대회 (JCCI) 2019, pp.1-2
Journal
2019 An Approach to Share Self-Taught Knowledge between Home IoT Devices at the Edge   Ingook Jang   Sensors, v.19, no.4, pp.1-16 14
Conference
2018 Multiagent Reinforcement Learning in Escape Scenario   Donghun Lee   International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1031-1033 0
Conference
2018 An Agent-Based Simulation Modeling with Deep Reinforcement Learning for Smart Traffic Signal Control   Ingook Jang   International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1028-1030 22
Conference
2018 Device to Device Knowledge Sharing Through Device Knowledge Sharing Module System   이동훈   통신 정보 합동 학술 대회 (JCCI) 2018, pp.383-383
Conference
2018 Usability Evaluation of Communication System using IoT Device within Organization   전윤회   통신 정보 합동 학술 대회 (JCCI) 2018, pp.31-32
Conference
2018 A Cloud-based Parking Lot Monitoring System using Open Source Hardware and CNN   박상우   통신 정보 합동 학술 대회 (JCCI) 2018, pp.221-222
Journal
2018 Power-Efficient Beacon Recognition Method Based on Periodic Wake-Up for Industrial Wireless Devices   Soonyong Song   Sensors, v.18, no.4, pp.1-17 2
Conference
2018 Knowledge of Things: A Novel Approach to Share Self-Taught Knowledge Between IoT Devices   Ingook Jang   International Conference on Consumer Electronics (ICCE) 2018, pp.800-801 3
Conference
2018 A Virtual Twinning System for User-Centered Eidetic Human-Object Interaction   Jinchul Choi   International Conference on Consumer Electronics (ICCE) 2018, pp.1025-1026 1
Conference
2017 System Design for Configuring Digital Twins in a Virtual Environment   최진철   한국소프트웨어 종합 학술 대회 2017, pp.480-481
Conference
2017 Fast Fourier Transform System Utilizing Distributed Computing Structure Over IoT Environments   송순용   한국소프트웨어 종합 학술 대회 2017, pp.1657-1657
Conference
2017 Device to Device Knowledge Transfer through Structured Data   Donghun Lee   International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.868-870 2
Conference
2017 Low-Power Consumption Beacon Recognition Method to Access Wireless Sensor Networks   Soonyong Song   International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1245-1247 1
Journal
2017 지능형 사물 인터넷 구현을 위한 기술 현황과 전망   최진철   주간기술동향, v.1800, pp.2-13
Conference
2017 유사 사례 클러스터 기반 인공 신경망을 통한 미래 건강 추이 예측   김민호   영상 처리 및 이해에 관한 워크샵 (IPIU) 2017, pp.743-745
Conference
2017 Cardiovascular Disease Risk Prediction Using Deep Belief Network   이동훈   영상 처리 및 이해에 관한 워크샵 (IPIU) 2017, pp.1-3
Journal
2016 Trends of Clinical Decision Support System(CDSS)   이동훈   전자통신동향분석, v.31, no.4, pp.77-85
Conference
2016 Fast Similar Case Search on Medical Check-up Records using Dimensionality Reduction and Grouping   Youngwoong Han   International Conference on Convergence Technology (ICCT) 2016, pp.615-616
Conference
2016 A Prediction Model on Blood Glucose based on Similar Patterns   김영원   한국 컴퓨터 종합 학술 대회 2016, pp.924-926
Conference
2016 Machine Learning-based Prediction of Future Onset of Hypertension from General Health Checkup Records   Minho Kim   International Conference on Convergence Technology (ICCT) 2016, pp.619-620