Subject

Subjects : Deep reinforcement learning

  • Articles (51)
  • Patents (2)
  • R&D Reports (0)
논문 검색결과
Type Year Title Cited Download
Journal 2025 Network function parallelism configuration with segment routing over IPv6 based on deep reinforcement learning   Jang Seokwon  ETRI Journal, v.47, no.2, pp.278-289 0 원문
Journal 2024 Deep reinforcement learning extracts the optimal sepsis treatment policy from treatment records   최윤호  Communications Medicine, v.4, pp.1-11 0 원문
Conference 2024 Sim-to-Real Policy Transfer in Deep Reinforcement Learning   장윤수  International Conference on Control, Automation and Systems (ICCAS) 2024, pp.630-635 0 원문
Conference 2024 Efficient Deep Reinforcement Learning Framework in Edge Computing Environments   Wanseon Lim  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.689-694 0 원문
Conference 2024 Analysis of Training Performance of Deep Reinforcement Learning on Single Board Computers   Wanseon Lim  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1349-1354 0 원문
Conference 2024 Gait phase-free neural network-based controller for cable-driven assistive suits   Koo Youngjun  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1972-1974 0 원문
Journal 2024 Judgement-Based Deep Q-Learning Framework for Interference Management in Small Cell Networks   윤필도  IEEE Access, v.12, pp.136771-136782 0 원문
Journal 2024 DRL-empowered joint batch size and weighted aggregation adjustment mechanism for federated learning on non-IID data   방준석  ICT EXPRESS, v.10, no.4, pp.863-870 0 원문
Conference 2024 Deep Reinforcement Learning-based Edge Discovery within the 3GPP Framework for C-ITS   Malik Muhammad Saad  International Conference on Ubiquitous and Future Networks (ICUFN) 2024, pp.416-421 0 원문
Journal 2024 Deep reinforcement learning for base station switching scheme with federated LSTM‐based traffic predictions   Park Hyebin  ETRI Journal, v.46, no.3, pp.379-391 7 원문
Journal 2024 Efficient Deep Reinforcement Learning under Task Variations via Knowledge Transfer for Drone Control   장수영  ICT EXPRESS, v.10, no.3, pp.576-582 0 원문
Journal 2024 Deep Reinforcement Learning-Empowered Cost-Effective Federated Video Surveillance Management Framework   Dilshod Bazarov Ravshan Ugli  Sensors, v.24, no.7, pp.1-19 0 원문
Journal 2024 Pruning With Scaled Policy Constraints for Light-Weight Reinforcement Learning   박성민  IEEE Access, v.12, pp.36055-36065 1 원문
Journal 2024 Pruning With Scaled Policy Constraints for Light-Weight Reinforcement Learning   김형민  IEEE Access, v.12, pp.36055-36065 1 원문
Journal 2023 Optimize the operating range for improving the cycle life of battery energy storage systems under uncertainty by managing the depth of discharge   Seon Hyeog Kim  JOURNAL OF ENERGY STORAGE, v.73, no.D, pp.1-11 30 원문
Conference 2023 Stable Robotic Grasping of Target Object Using Deep Reinforcement Learning   In Jun Park  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1366-1370 2 원문
Conference 2023 Human Interactive Learning with Intrinsic Reward   Sung Yun Park  IEEE Conference on Games (CoG) 2023, pp.1-4 0 원문
Journal 2023 Multi-Agent Deep Reinforcement Learning for Interference-Aware Channel Allocation in Non-Terrestrial Networks   조연기  IEEE Communications Letters, v.27, no.3, pp.936-940 15 원문
Journal 2023 Dynamic Downlink Interference Management in LEO Satellite Networks Without Direct Communications   윤지현  IEEE Access, v.11, pp.24137-24148 6 원문
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 Anomaly Detection for Robotic Assembly   Hyejin S. Kim  International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1667-1670 0 원문
Conference 2022 Elastic Network Cache Control Using Deep Reinforcement Learning   Chunglae Cho  International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1006-1008 2 원문
Journal 2022 Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning   Jang Sooyoung  Sensors, v.22, no.15, pp.1-14 4 원문
Conference 2022 A Multi-Agent-Based Real-World Robotic Manipulation System   Samyeul Noh  International Conference on Ubiquitous Robots (UR) 2022, pp.470-473
Journal 2022 Utilizing Hidden Observations to Enhance the Performance of the Trained Agent   Jang Sooyoung  IEEE Robotics and Automation Letters, v.7, no.3, pp.7858-7864 1 원문
Journal 2022 Prioritized Environment Configuration for Drone Control with Deep Reinforcement Learning   Jang Sooyoung  Human-centric Computing and Information Sciences, v.12, pp.1-16 7 원문
Conference 2021 TTL-Based Cache Utility Maximization Using Deep Reinforcement Learning   Chunglae Cho  Global Communications Conference (GLOBECOM) 2021, pp.1-6 5 원문
Conference 2021 Deep Reinforcement Learning for QoS-Aware Package Caching in Serverless Edge Computing   Jeon Hong Seok  Global Communications Conference (GLOBECOM) 2021, pp.1-6 12 원문
Journal 2021 Deep Reinforcement Learning for UAV Trajectory Design Considering Mobile Ground Users   이원석  Sensors, v.21, no.24, pp.1-13 16 원문
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 Multi-Agent Deep Reinforcement Learning using Attentive Graph Neural Architectures for Real-Time Strategy Games   윤원준  International Conference on Systems, Man, and Cybernetics (SMC) 2021, pp.1-8 9 원문
Conference 2020 Experience Augmentation for Fast Deep Reinforcement Learning   Pi Mingyu  International Conference on Internet (ICONI) 2020, pp.1-2
Journal 2020 QoS-Aware Workload Distribution in Hierarchical Edge Clouds: A Reinforcement Learning Approach   Chunglae Cho  IEEE Access, v.8, pp.193297-193313 20 원문
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 원문
Conference 2020 Train Throughput Analysis of Distributed Reinforcement Learning   Jang Sooyoung  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1189-1192 0 원문
Conference 2020 Limit Action Space to Enhance Drone Control with Deep Reinforcement Learning   Jang Sooyoung  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1212-1215 2 원문
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 Learning Robot Manipulation based on Modular Reward Shaping   Seonghyun Kim  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.883-886 2 원문
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 32 원문
Conference 2020 Mastering Fighting Game Using Deep Reinforcement Learning With Self-play   Daewook Kim  Conference on Games (CoG) 2020, pp.1-8 12 원문
Conference 2020 C-3PO: Cyclic-Three-Phase Optimization for Human-Robot Motion Retargeting based on Reinforcement Learning   Kimtaewoo  International Conference on Robotics and Automation (ICRA) 2020, pp.8425-8432 15 원문
Journal 2020 Sortation Control Using Multi-Agent Deep Reinforcement Learning in N-Grid Sortation System   김주봉  Sensors, v.20, no.12, pp.1-20 9 원문
Conference 2019 Improving Network Availability with Low Network Construction Cost through Deep Reinforcement Learning   Cho Choong Hee  International Conference on Information and Communication Technologies for Disaster Management (ICT-DM) 2019, pp.1-5 0 원문
Journal 2019 A Survey on Deep Reinforcement Learning Libraries   Seungjae Shin  전자통신동향분석, v.34, no.6, pp.87-99 원문
Conference 2019 Empirical Evaluation of Activation Functions and Kernel Initializers on Deep Reinforcement Learning   Jang Sooyoung  International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1140-1142 8 원문
Journal 2019 Research Trends on Deep Reinforcement Learning   Jang Sooyoung  전자통신동향분석, v.34, no.4, pp.1-14 원문
Conference 2019 Virtual-to-Real Transfer via Dynamics Models (poster)   Jang Sooyoung  International Conference on Mobile Systems, Applications, and Services (MobiSys) 2019, pp.516-517 0 원문
Conference 2019 Effects of Hyper-Parameters for Deep Reinforcement Learning in Robotic Motion Mimicry: A Preliminary Study   Kimtaewoo  International Conference on Ubiquitous Robots (UR) 2019, pp.228-235 3 원문
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 23 원문
Journal 2018 Action-Driven Visual Object Tracking With Deep Reinforcement Learning   윤상두  IEEE Transactions on Neural Networks and Learning Systems, v.29, no.6, pp.2239-3352 66 원문
Conference 2017 Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning   윤상두  Conference on Computer Vision and Pattern Recognition (CVPR) 2017, pp.1349-1358 490 원문
특허 검색결과
Status Year Patent Name Country Family Pat. KIPRIS
Registered 2018 군집화된 재경험 메모리를 이용하는 심층 강화 학습 시스템 및 그 방법 KOREA
Registered 2020 APPARATUS, METHOD, AND RECORDING MEDIUM FOR AUTONOMOUS SHIP NAVIGATION UNITED STATES
연구보고서 검색결과
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