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Samyeul Noh Principal Researcher
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Autonomous IoT Research Section
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Type Year Title Cited Download
Conference
2025 Exploring Policy Distillation for Vision-Language-Action Generalist Robotic Policies   Ingook Jang   International Conference on Information and Communication Technology Convergence (ICTC) 2025, pp.1-4
Conference
2025 Survey of π₀, π₀-FAST, and π₀.₅: Vision-Language-Action Models in the Physical AI Framework   Seonghyun Kim   International Conference on Information and Communication Technology Convergence (ICTC) 2025, pp.1037-1039
Conference
2025 Exploring Deformable Object Grounding for Robotic Manipulation   장인국   한국인터넷정보학회 학술 발표 대회 (추계) 2025, pp.1-2
Conference
2025 A Survey of Generalization Challenges and Approaches in Visual Reinforcement Learning   노삼열   한국인터넷정보학회 학술 발표 대회 (추계) 2025, pp.1-2
Conference
2025 Addressing Sparse Rewards in Visual Reinforcement Learning via Balanced Online–Offline Sampling Under Scarce Demonstrations   Samyeul Noh   International Conference on Information and Communication Technology Convergence (ICTC) 2025, pp.1032-1036
Conference
2025 Analysis of fine-tuning and adaptation methods for diffusion policies in robot manipulation environments   김성현   한국인터넷정보학회 학술 발표 대회 (추계) 2025, pp.1-2
Journal
2025 Sample-efficient and occlusion-robust reinforcement learning for robotic manipulation via multimodal fusion dualization and representation normalization   Samyeul Noh   Neural Networks, v.185, pp.1-14 2
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 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 Conservative Reward-Action Balancing Transformer   Seonghyun Kim   International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.211-214 0
Conference
2024 Object-centric Scene Representation Learning via SAM   Donghun Lee   International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.215-217 0
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 0
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.218-220 0
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 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 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 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 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 : Workshop, 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 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 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 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 End-to-End Reinforcement Learning for 3D Robotic Manipulation   노삼열   대한전자공학회 학술 대회 (추계) 2022, pp.1055-1056
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 10
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 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 19
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 5
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 8
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 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 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
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
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 157
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 1
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 97
Conference
2017 Decision-Making of Driving Computing System Regarding Driver Assistance   노삼열   대한임베디드공학회 학술 대회 (추계) 2017, pp.246-248