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Conference
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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 |
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Conference
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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 |
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Conference
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2025 |
Exploring Deformable Object Grounding for Robotic Manipulation
장인국
한국인터넷정보학회 학술 발표 대회 (추계) 2025, pp.1-2 |
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Conference
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2025 |
A Survey of Generalization Challenges and Approaches in Visual Reinforcement Learning
노삼열
한국인터넷정보학회 학술 발표 대회 (추계) 2025, pp.1-2 |
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Conference
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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 |
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Conference
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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 |
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Journal
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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 |
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Conference
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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 |
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Conference
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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 |
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Conference
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2024 |
Conservative Reward-Action Balancing Transformer
Seonghyun Kim
International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.211-214 |
0 |
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Conference
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2024 |
Object-centric Scene Representation Learning via SAM
Donghun Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.215-217 |
0 |
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Conference
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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 |
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Conference
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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 |
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Conference
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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 |
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Conference
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2023 |
Numerical Goal-based Transformers for Practical Conditions
Seonghyun Kim
Conference on Neural Information Processing Systems (NeurIPS) 2023 : Workshop, pp.1-6 |
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Conference
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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 |
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Conference
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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 |
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Conference
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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 |
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Conference
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2023 |
Multi-robot Benchmark for Collaborative Manipulation Tasks
Seonghyun Kim
International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1789-1792 |
0 |
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Conference
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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 |
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Conference
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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 |
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Conference
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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 |
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Conference
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2023 |
An Experimental Study on Object-centric Representation Learning for Model-based Reinforcement Learning
이동훈
한국 인공지능 학술대회 2023, pp.1-2 |
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Conference
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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 |
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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 |
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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 |
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Conference
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2022 |
An Experimental Study on the Collaborative Task Design and Learning for Robot Collaboration
김성현
한국통신학회 종합 학술 발표회 (추계) 2022, pp.1-2 |
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Conference
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2022 |
High-level Visual Representation Learning via Perceptual Object-centric Learning
이동훈
한국통신학회 종합 학술 발표회 (추계) 2022, pp.1-2 |
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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 |
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Conference
|
2022 |
End-to-End Reinforcement Learning for 3D Robotic Manipulation
노삼열
대한전자공학회 학술 대회 (추계) 2022, pp.1055-1056 |
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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 |
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Conference
|
2022 |
A Study on the Sequential Task Design and Learning to Control Robot Collaborative Behavior
김성현
한국 인공지능 학술대회 2022, pp.240-241 |
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Conference
|
2022 |
A Multi-Agent-Based Real-World Robotic Manipulation System
Samyeul Noh
International Conference on Ubiquitous Robots (UR) 2022, pp.470-473 |
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Conference
|
2021 |
[작업중] Stochastic Policy Optimization with Heuristic Information for Robot Learning
Seonghyun Kim
Conference on Robot Learning (CoRL) 2021, pp.1-10 |
0 |
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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 |
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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 |
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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 |
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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 |
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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 |
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Conference
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2020 |
System Architecture for Multi-Task and Multi-Agent Reinforcement Learning
노삼열
제어·로봇·시스템학회 학술 대회 (ICROS) 2020, pp.450-451 |
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Conference
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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 |
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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 |
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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 |
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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 |
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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 |
|
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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 |
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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 |
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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 |
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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 |
|
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Conference
|
2017 |
Decision-Making of Driving Computing System Regarding Driver Assistance
노삼열
대한임베디드공학회 학술 대회 (추계) 2017, pp.246-248 |
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