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Samyeul Noh
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Autonomous IoT Research Section
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Type Year Title Cited Download
Conference
2024 Online Fine-Tuning with Uncertainty Quantification for Offline Pre-Trained Agents   Ingook Jang   Conference on Neural Information Processing Systems (NeurIPS) 2024 : Workshop, pp.1-7
Conference
2024 Efficient Fine-Tuning of Behavior Cloned Policies with Reinforcement Learning from Limited Demonstrations   Samyeul Noh   Conference on Neural Information Processing Systems (NeurIPS) 2024 : Workshop, pp.1-7
Conference
2024 Exploring Visual Reinforcement Learning for Sample-Efficient Robotic Manipulation   Samyeul Noh   International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.207-210
Conference
2024 Object-centric Scene Representation Learning via SAM   Donghun Lee   International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1-3
Conference
2024 Exploring Action Quantization for Data-Driven Learning in Robotic Continuous Control Tasks   Ingook Jang   International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1-3
Conference
2024 Conservative Reward-Action Balancing Transformer   Seonghyun Kim   International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.211-214
Conference
2024 Learning Dexterous Object Manipulation with a Robotic Hand via Goal-Conditioned Visual Reinforcement Learning Using Limited Demonstrations   Samyeul Noh   European Conference on Computer Vision (ECCV) 2024, pp.1-4
Conference
2023 Numerical Goal-based Transformers for Practical Conditions   Seonghyun Kim   Conference on Neural Information Processing Systems (NeurIPS) 2023 : Workshop, pp.1-6
Conference
2023 An Investigation into Value-Implicit Pre-Training for Task-Agnostic, Sample-Efficient Goal-Conditioned Reinforcement Learning   Samyeul Noh   Conference on Neural Information Processing Systems (NeurIPS) 2023 : Workshop, pp.1-8
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 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 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 Coupling Vision and Proprioception for Sample-Efficient, Object-Occlusion-Robust Robotic Manipulation   Samyeul Noh   International Conference on Computer Vision Workshops (ICCVW) 2023, pp.1-9
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 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 An Experimental Study on Object-centric Representation Learning for Model-based Reinforcement Learning   이동훈   한국 인공지능 학술대회 2023, pp.1-2
Conference
2022 Toward Effective Deep Reinforcement Learning for 3D Robotic Manipulation: Multimodal End-to-End Reinforcement Learning from Visual and Proprioceptive Feedback   Samyeul Noh   Conference on Neural Information Processing Systems (NeurIPS) 2022, pp.1-18
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 End-to-End Reinforcement Learning for 3D Robotic Manipulation   노삼열   대한전자공학회 학술 대회 (추계) 2022, pp.1055-1056
Conference
2022 An Experimental Study of Sequential Collaboration for Robot Manipulation Task   Seonghyun Kim   International Conference on Control, Automation and Systems (ICCAS 2022), pp.1-2
Conference
2022 An Empirical Evaluation of SAC and DDPG on Robotic Manipulation Tasks   Samyeul Noh   International Conference on Control, Automation and Systems (ICCAS) 2022, pp.1271-1272
Conference
2022 High-level Visual Representation Learning via Perceptual Object-centric Learning   이동훈   한국통신학회 종합 학술 발표회 (추계) 2022, 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
Journal
2022 Reliable, robust, and comprehensive risk assessment framework for urban autonomous driving   Samyeul Noh   Journal of Computational Design and Engineering, v.9, no.5, pp.1680-1695 4
Conference
2022 A Study on the Sequential Task Design and Learning to Control Robot Collaborative Behavior   김성현   한국 인공지능 학술대회 2022, pp.240-241
Conference
2022 A Multi-Agent-Based Real-World Robotic Manipulation System   Samyeul Noh   International Conference on Ubiquitous Robots (UR) 2022, pp.470-473
Conference
2021 [작업중] Stochastic Policy Optimization with Heuristic Information for Robot Learning   Seonghyun Kim   Conference on Robot Learning (CoRL) 2021, pp.1-10 0
Conference
2021 An Algorithm Design of Domain Adaptation for Sim-To-Real Robot Learning Via Meta-Reinforcement Learning   Samyeul Noh   International Conference on Ubiquitous Robots (UR) 2021, pp.451-452
Conference
2020 Position-Based Visual Servoing of Multiple Robotic Manipulators: Verification in Gazebo Simulator   Samyeul Noh   International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.843-846 4
Conference
2020 Autonomous Mobile Robot Navigation in Indoor Environments: Mapping, Localization, and Planning   Samyeul Noh   International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.908-913 11
Conference
2020 System Overview for Multi-Task and Multi-Agent Deep Reinforcement Learning in Real Robot Environments   Samyeul Noh   International Conference on Control, Automation and Systems (ICCAS) 2020, pp.1239-1240
Conference
2020 System Design for Automation in Multi-Agent-Based Manufacturing Systems   Samyeul Noh   International Conference on Control, Automation and Systems (ICCAS) 2020, pp.986-990 7
Conference
2020 System Architecture for Multi-Task and Multi-Agent Reinforcement Learning   노삼열   제어·로봇·시스템학회 학술 대회 (ICROS) 2020, pp.450-451
Conference
2019 Autonomous Navigation Based on Mobile Robot Platform for Providing Autonomous Mobility to Intelligent and Interactive Systems   노삼열   한국통신학회 종합 학술 발표회 (추계) 2019, pp.692-693
Conference
2019 Intelligent Interaction System Capable of Autonomous Mobility for At-Home Workouts   Samyeul Noh   International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.653-657 0
Conference
2019 Autonomous Navigation for Mobile Robots or Unmanned Ground Vehicles in Indoor Environments: Validation in Gazebo Simulator   Samyeul Noh   International Conference on Control, Automation and Systems (ICCAS) 2019, pp.1158-1159
Conference
2019 Utilization of Mobile Robot at Interaction Systems for At-Home Workouts: Provision of Autonomous Mobility in Indoor Environments   Samyeul Noh   International Conference on Control, Automation and Systems (ICCAS) 2019, pp.1160-1163 1
Journal
2019 Decision-Making Framework for Autonomous Driving at Road Intersections: Safeguarding Against Collision, Overly Conservative Behavior, and Violation Vehicles   Samyeul Noh   IEEE Transactions on Industrial Electronics, v.66, no.4, pp.3275-3286 116
Conference
2018 Probabilistic Collision Threat Assessment for Autonomous Driving at Unsignalized T-Junctions: Merging into Traffic on the Major Road and Being Merged by Traffic on the Minor Road   Samyeul Noh   International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.989-995 0
Conference
2018 Probabilistic Collision Threat Assessment for Autonomous Driving at Road Intersections Inclusive of Vehicles in Violation of Traffic Rules   Samyeul Noh   International Conference on Intelligent Robots and Systems (IROS) 2018, pp.4499-4506 3
Conference
2018 Probabilistic Reasoning Approach to Collision Threat Assessment for Safe Merging into Traffic at Unsignalized T-Junctions   Samyeul Noh   International Conference on Ubiquitous Robots (UR) 2018, pp.1-3
Journal
2018 Decision-Making Framework for Automated Driving in Highway Environments   Samyeul Noh   IEEE Transactions on Intelligent Transportation Systems, v.19, no.1, pp.58-71 83
Conference
2017 Decision-Making of Driving Computing System Regarding Driver Assistance   노삼열   대한임베디드공학회 학술 대회 (추계) 2017, pp.246-248
Conference
2017 Co-Pilot: Vehicle/Driver Cooperative and Autonomous Driving System   Samyeul Noh   International Conference on Control, Automation and Systems (ICCAS) 2017, pp.1996-1997
Conference
2017 Decision-Making Architecture in Driving Computing System   노삼열   한국통신학회 종합 학술 발표회 (하계) 2017
Conference
2017 Risk Assessment for Automatic Lane Change Maneuvers on Highways   Samyeul Noh   International Conference on Robotics and Automation (ICRA) 2017, pp.247-254 25
Conference
2016 Traffic Light Map Modeling and Providing Method for Automated Driving System   안경환   대한임베디드공학회 학술 대회 (추계) 2016, pp.169-171
Journal
2015 Co-Pilot Agent for Vehicle/Driver Cooperative and Autonomous Driving   Samyeul Noh   ETRI Journal, v.37, no.5, pp.1032-1043 29
Conference
2015 Toward Highly Automated Driving by Vehicle-to-Infrastructure Communications   Samyeul Noh   International Conference on Control, Automation and Systems (ICCAS) 2015, pp.2016-2021 16
Conference
2015 High-Level Data Fusion Based Probabilistic Situation Assessment for Highly Automated Driving   Samyeul Noh   International Conference on Intelligent Transportation Systems (ITSC) 2015, pp.1587-1594 15
Conference
2015 Situation Assessment and Behavior Decision for Vehicle/Driver Cooperative Driving in Highway Environments   Samyeul Noh   International Conference on Automation Science and Engineering (CASE) 2015, pp.626-633 10
Conference
2015 Structure of Trajectory Planning Module for Autonomous Navigation in On-Road Environments   박병재   한국 로봇 종합 학술 대회 2015, pp.251-253
Conference
2015 Collision Risk Evaluation for Highly Automated Driving in On-Road Environment   노삼열   한국 로봇 종합 학술 대회 2015, pp.284-287
Conference
2015 V2I Communication Technology for Co-Pilot System   이상우   한국ITS학회 학술 대회 (춘계) 2015, pp.11-11
Journal
2015 Independent Object based Situation Awareness for Autonomous Driving in On-Road Environment   노삼열   제어로봇시스템학회논문지, v.21, no.2, pp.87-94 2
Conference
2014 Situation Awareness for Autonomous Driving in On-Road Environment   노삼열   대한전자공학회 종합 학술 대회 (추계) 2014, pp.861-863
Conference
2014 Simulation of Co-Pilot in PreScan   Samyeul Noh   International Symposium on Global Satellite Navigation Systems (ISGNSS) 2014, pp.1-6
Conference
2014 Collision Avoidance in On-Road Environment for Autonomous Driving   Samyeul Noh   International Conference on Control, Automation and Systems (ICCAS) 2014, pp.884-889
Conference
2014 Behavior Decision for Vehicle/Driver Cooperative and Autonomous Driving   노삼열   대한전자공학회 종합 학술 대회 (하계) 2014, pp.1796-1798
Conference
2013 Hybrid Global Path Planning for On-Road Driving   노삼열   한국정보과학회 학술 발표회 (추계) 2013, pp.663-665
Conference
2013 Scenario Based Co-Pilot System Simulation in PreScan   노삼열   대한임베디드공학회 학술 대회 (추계) 2013, pp.285-287
Conference
2012 Analysis of Path Finding Algorithms and Approach to Machine Learning Techniques   Samyeul Noh   대한임베디드공학회 학술 대회 (추계) 2012, pp.274-277
Journal
2012 IT 분야를 위한 에너지 인지 및 에너지 절감 기술   오병택   정보과학회지, v.30, no.7, pp.17-26