Subject

Subjects : Reinforcement learning (RL)

  • Articles (144)
  • Patents (9)
  • R&D Reports (0)
논문 검색결과
Type Year Title Cited Download
Journal 2025 Continuous variable quantum reinforcement learning for HVAC control and power management in residential building   Sarvar Hussain Nengroo  Energy and AI, v.21, pp.1-20 0 원문
Journal 2025 SOAR-RL: Safe and Open-Space Aware Reinforcement Learning for Mobile Robot Navigation in Narrow Spaces   전민경  Sensors, v.25, no.17, pp.1-21 원문
Conference 2025 NetSimGym: The Gymnasium for Reinforcement Learning in Networking Research   Seungjae Shin  European Conference on Networks and Communications (EuCNC) 2025, pp.339-344 1 원문
Conference 2025 NetSimGym: The Gymnasium for Reinforcement Learning in Networking Research   차인호  European Conference on Networks and Communications (EuCNC) 2025, pp.339-344 1 원문
Journal 2025 Reinforced Intelligence Through Active Interaction in Real World: A Survey on Embodied AI   Wookyong Kwon  International Journal of Control, Automation and Systems, v.23, no.6, pp.1597-1612 2 원문
Conference 2025 Semantic Communications for Partially Observable Multi-Agent Reinforcement Learning-Based Unmanned Aerial Vehicles Monitoring System   Tiange Xiang  International Conference on Communications (ICC) 2025, pp.1-7
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 1 원문
Journal 2025 RL-MAB-Based Resource Allocation for Efficient Bandwidth Utilization in Industrial IoT Networks   Dongyeong Seo  IEEE Access, v.13, pp.83394-83407 0 원문
Conference 2025 Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning   Yoo Byunghyun  International Conference on Autonomous Agents and Multi-agent Systems (AAMAS) 2025, pp.2253-2261
Journal 2025 ADT2R: Adaptive Decision Transformer for Dynamic Treatment Regimes in Sepsis   전은진  IEEE Transactions on Neural Networks and Learning Systems, v.36, no.5 1 원문
Journal 2025 Federated Learning-based Secure Computing Mechanism for Consumer Internet of Vehicles-based Transportation Cyber-Physical Systems   Nikhil Kumar Singh  IEEE Transactions on Consumer Electronics, v.71, no.2, pp.4867-4882 0 원문
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 2025 An RL-Based Strategy for Optimal Power and Gas Flow Calculation   Ye-Eun Jang  IEEE Transactions on Sustainable Energy, v.권호미정, pp.1-11 0 원문
Journal 2025 SA-MARL: Novel Self-Attention-Based Multi-Agent Reinforcement Learning With Stochastic Gradient Descent   Hafiz Muhammad Raza Ur Rehman  IEEE Access, v.13, pp.35674-35687 1 원문
Journal 2025 SA-MARL: Novel Self-Attention-Based Multi-Agent Reinforcement Learning With Stochastic Gradient Descent   Rabbiya Younas  IEEE Access, v.13, pp.35674-35687 1 원문
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
Journal 2024 Exploring the Preference for Discrete over Continuous Reinforcement Learning in Energy Storage Arbitrage   Jaeik Jeong  Energies, v.17, no.23, pp.1-17 0 원문
Conference 2024 Reinforcement Learning-Based HVAC System Operation Under Limited Data Acquisition   Ye-Eun Jang  International Conference on Renewable Energy Research and Applications (ICRERA) 2024, pp.1-5 1 원문
Journal 2024 Deep reinforcement learning extracts the optimal sepsis treatment policy from treatment records   최윤호  Communications Medicine, v.4, pp.1-11 1 원문
Journal 2024 MuDE: Multi-Agent Decomposed Reward-Based Exploration   Yoo Byunghyun  Neural Networks, v.179, pp.1-13 2 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 Reinforcement Learning-Based Beam Selection in mmWave Networks Using Madrid Grid   Kim Nam I  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1123-1124 0 원문
Conference 2024 Network-Based Message Selection for Efficient Communication of Multi-Agent Collaboration   현승준  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.2193-2194 0 원문
Conference 2024 Conservative Reward-Action Balancing Transformer   Seonghyun Kim  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.211-214 0 원문
Conference 2024 Agent Kinematic Domain Randomization for Simulation-based Performance Evaluation of Wearable Robots   Kim Yonghyun  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.425-426 0 원문
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 원문
Conference 2024 A Cyber-Physical System (CPS) Supporting Large-Scale Satellite-Drone Hybrid Application Development   Lee Soo Jeon  International Astronautical Congress (IAC) 2024, pp.1-5 0 원문
Conference 2024 Sim-to-Real Image Transfer for RL-Based Bin Picking   In Jun Park  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.2207-2211 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 A Hybrid Auto-scaling Method for Energy Efficiency of Network Services   Lee Doyoung  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1070-1075 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
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
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
Conference 2024 Design of Formation Control Strategies between User and Guide Dog Robot   Jeong Yongseop  대한전자공학회 학술 대회 (하계) 2024, pp.1-4
Conference 2024 Analysis of Research Trends on Deep Reinforcement Learning-based Vehicle Edge Computing Task Offloading Schemes   양영준  한국통신학회 종합 학술 발표회 (하계) 2024, pp.173-174
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 3 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 8 원문
Conference 2024 Time-Varying Constraint-Aware Reinforcement Learning for Energy Storage Control   Jaeik Jeong  International Conference on Learning Representations (ICLR) 2024, pp.1-6
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 1 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 2024 Reinforcement Learning to Achieve Real-Time Control of Triple Inverted Pendulum   Baek Jongchan  Engineering Applications of Artificial Intelligence, v.128, pp.1-10 18 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 39 원문
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 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 원문
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 원문
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 The effect of noise injection method on DRL-based controller robustness of human gait model   Koo Youngjun  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1677-1680 0 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 Knowledge-Based Reinforcement Learning for Industrial Robotic Assembly   In Jun Park  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1684-1689 1 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 A Survey on Recent Advances in Multi-Agent Reinforcement Learning : Focusing on Decentralized Training with Decentralized Execution Framework   Shin Younghwan  전자통신동향분석, v.38, no.4, pp.95-103 원문
Journal 2023 A Survey on Communication Algorithms for Multi-Agent Reinforcement Learning   Seungwoo Seo  전자통신동향분석, v.38, no.4, pp.104-115 원문
Conference 2023 An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning   윤재식  International Conference on Machine Learning (ICML) 2023, pp.1-28 9
Journal 2023 Technical Trends in Artificial Intelligence for De Novo Drug Design   Youngwoong Han  전자통신동향분석, v.38, no.3, pp.38-46 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 18 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 2023 Improving Embodied Instruction Following with Deterministic Methods   김다현  International Conference on Advanced Communications Technology (ICACT) 2023, pp.424-428 1 원문
Journal 2023 Timeslot Scheduling with Reinforcement Learning Using a Double Deep Q-Network   류지혜  ELECTRONICS, v.12, no.4, pp.1-23 2 원문
Conference 2022 Uncertainty-Driven Pessimistic Q-Ensemble for Offline-to-Online Reinforcement Learning   Ingook Jang  Conference on Neural Information Processing Systems (NeurIPS) 2022 : Workshop, pp.1-5
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 Collaborative Robot Manipulation via Multi-Agent Reinforcement Learning   Ingook Jang  International Conference on Control, Automation and Systems (ICCAS) 2022, pp.1-2
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
Conference 2022 A study on the reward generation method to be used in reinforcement learning to reduce the peak load   Cheol-Ho Shin  International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2369-2372 0 원문
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 Multi-Agent Learning-based Package Caching in Serverless Edge Computing   Jeon Hong Seok  International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.400-402 2 원문
Journal 2022 CuMARL: Curiosity-Based Learning in Multiagent Reinforcement Learning   Ningombam Devarani Devi  IEEE Access, v.10, pp.87254-87265 9 원문
Journal 2022 Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning   Jang Sooyoung  Sensors, v.22, no.15, pp.1-14 6 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
Conference 2022 Intrinsic Rewards for Personalizing Agents in Reinforcement Learning   Seung-Jin Hong  대한전자공학회 학술 대회 (하계) 2022, pp.2283-2286
Conference 2022 Reinforcement Learning Algorithm Using Intrinsic Reward in Atari-2600   Sung Yun Park  대한전자공학회 학술 대회 (하계) 2022, pp.825-828
Journal 2022 A Novel and Efficient Influence-Seeking Exploration in Deep Multiagent Reinforcement Learning   Yoo Byunghyun  IEEE Access, v.10, pp.47741-47753 7 원문
Journal 2022 Optimal Resource Allocation Considering Non-Uniform Spatial Traffic Distribution in Ultra-Dense Networks: A Multi-Agent Reinforcement Learning Approach   김은진  IEEE Access, v.10, pp.20455-20464 16 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
Journal 2021 Avoiding collaborative paradox in multi‐agent reinforcement learning   Hyunseok Kim  ETRI Journal, v.43, no.6, pp.1004-1012 6 원문
Conference 2021 TTL-Based Cache Utility Maximization Using Deep Reinforcement Learning   Chunglae Cho  Global Communications Conference (GLOBECOM) 2021, pp.1-6 6 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 18 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 Learning Cooperative Intrinsic Motivation in Multi-Agent Reinforcement Learning   Seung-Jin Hong  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1697-1699 0 원문
Conference 2021 An Efficient Policy Improvement in Human Interactive Learning Using Entropy   Sung Yun Park  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.283-286 0 원문
Conference 2021 Indoor Path Planning for an Unmanned Aerial Vehicle via Curriculum Learning   박종민  International Conference on Control, Automation and Systems (ICCAS) 2021, pp.1-5 11 원문
Conference 2021 Reusing Agent's Representations for Adaptation to Tuned-environment in Fighting Game   Daewook Kim  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1120-1124 2 원문
Conference 2021 Development of AI-based ESS Control Algorithm to Reduce Peak Load of Building   Cheol-Ho Shin  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1662-1665 2 원문
Conference 2021 Multi-agent Reinforcement Learning in a Large Scale Environment via Supervisory Network and Curriculum Learning   Seung Won Do  International Conference on Control, Automation and Systems (ICCAS) 2021, pp.207-210 5 원문
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 10 원문
Journal 2021 QSOD: Hybrid Policy Gradient for Deep Multi-agent Reinforcement Learning   Hafiz Muhammad Raza Ur Rehman  IEEE Access, v.9, pp.129728-129741 12 원문
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 2021 Structured World Belief for Reinforcement Learning in POMDP   Gautam Singh  International Conference on Machine Learning (ICML) 2021, pp.9744-9755
Conference 2021 Structured World Belief for Reinforcement Learning in POMDP   Skand Peri  International Conference on Machine Learning (ICML) 2021, pp.9744-9755
Conference 2021 A Survey on Simulation Environments for Reinforcement Learning   Kim Tae Woo  International Conference on Ubiquitous Robots (UR) 2021, pp.1-5 3 원문
Journal 2021 Anti-Adaptive Harmful Birds Repelling Method Based on Reinforcement Learning Approach   Cheol Won Lee  IEEE Access, v.9, pp.60533-60563 8 원문
Journal 2021 Learning-based Resource Partitioning in Heterogeneous Networks with Multiple Network Operators   Chung Byung Chang  IEEE Communications Letters, v.25, no.3, pp.869-873 0 원문
Journal 2020 A Survey on Recent Advances in Multi-Agent Reinforcement Learning   Yoo Byunghyun  전자통신동향분석, v.35, no.6, pp.137-149 원문
Conference 2020 Experience Augmentation for Fast Deep Reinforcement Learning   Pi Mingyu  International Conference on Internet (ICONI) 2020, pp.1-2
Conference 2020 An Experimental Study on Reinforcement Learning on IoT Devices with Distilled Knowledge   Ingook Jang  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.869-871 2 원문
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
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
Journal 2020 Multi-agent System and Reinforcement Learning Approach for Distributed Intelligence in a Flexible Smart Manufacturing System   김윤건  Journal of Manufacturing Systems, v.57, pp.440-450 98 원문
Journal 2020 QoS-Aware Workload Distribution in Hierarchical Edge Clouds: A Reinforcement Learning Approach   Chunglae Cho  IEEE Access, v.8, pp.193297-193313 21 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
Journal 2020 Drone Simulation Technologies   Lee Soo Jeon  전자통신동향분석, v.35, no.4, pp.81-90 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
Journal 2020 Regularising Neural Networks for Future Trajectory Prediction via Inverse Reinforcement learning Framework   Dooseop Choi  IET Computer Vision, v.14, no.5, pp.192-200 13 원문
Journal 2020 Reinforcement Learning-based Path Generation using Sequential Pattern Reduction and Self-directed Curriculum Learning   Kimtaewoo  IEEE Access, v.8, pp.147790-147807 10 원문
Conference 2020 Mastering Fighting Game Using Deep Reinforcement Learning With Self-play   Daewook Kim  Conference on Games (CoG) 2020, pp.1-8 14 원문
Journal 2020 Multi-Agent Reinforcement-Learning-Based Time-Slotted Channel Hopping Medium Access Control Scheduling Scheme   Park Hui Ung  IEEE Access, v.8, pp.139727-139736 29 원문
Conference 2020 Semi-supervised Training for Sequence-to-Sequence Speech Recognition Using Reinforcement Learning   Chung Hoon  International Joint Conference on Neural Networks (IJCNN) 2020, pp.1-6 10 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 16 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
Journal 2020 Semi-Supervised Speech Recognition Acoustic Model Training Using Policy Gradient   Chung Hoon  Applied Sciences, v.10, no.10, pp.1-13 4 원문
Conference 2020 Industrial General Reinforcement Learning Control Framework System based on Intelligent Edge   Kim Kwihoon  International Conference on Advanced Communications Technology (ICACT) 2020, pp.414-418 4 원문
Journal 2019 A Survey on Deep Reinforcement Learning Libraries   Seungjae Shin  전자통신동향분석, v.34, no.6, pp.87-99 원문
Journal 2019 Research Trends on Inverse Reinforcement Learning   Lee Sang Kwang  전자통신동향분석, v.34, no.6, pp.100-107 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
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 9 원문
Conference 2019 TeachMe: Three-phase Learning Framework for Robotic Motion Imitation based on Interactive Teaching and Reinforcement Learning   Kimtaewoo  International Symposium on Robot and Human Interactive Communication (RO-MAN) 2019, pp.1-8 3 원문
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 원문
Journal 2019 Research Trends on Deep Reinforcement Learning   Jang Sooyoung  전자통신동향분석, v.34, no.4, pp.1-14 원문
Journal 2019 Recent Research & Development Trends in Automated Machine Learning   Moon Yong Hyuk  전자통신동향분석, v.34, no.4, pp.32-42 원문
Journal 2019 Trends in Deep-neural-network-based Dialogue Systems   Kwon Oh Woog  전자통신동향분석, v.34, no.4, pp.55-64 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 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 An End-to-End Trainable Task-oriented Dialog System with Human Feedback   Teakgyu Hong  AAAI Workshop on Reasoning and Learning for Human-Machine Dialogues (DEEP-DIAL) 2019, pp.1-7
Conference 2018 Future Trajectory Prediction via RNN and Maximum Margin Inverse Reinforcement Learning   Dooseop Choi  International Conference on Machine Learning and Applications (ICMLA) 2018, pp.125-130 18 원문
Journal 2018 Semidynamic Cell-Clustering Algorithm Based on Reinforcement Learning in Cooperative Transmission System   Chung Byung Chang  IEEE Systems Journal, v.12, no.4, pp.3853-3856 3 원문
Conference 2018 Multiagent Reinforcement Learning in Escape Scenario   Donghun Lee  International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1031-1033 0 원문
Conference 2018 Data Assimilation Technique for Social Agent-Based Simulation by using Reinforcement Learning   Kang Dong-Oh  International Symposium on Distributed Simulation and Real Time Applications (DS-RT) 2018, pp.220-221 4 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 24 원문
Conference 2018 A Scalable Client-server based Multi-drone Simulation Architecture Supporting Efficient Machine Learning   Lee Soo Jeon  International Conference on Applied Computing (AC) 2018, pp.380-384 1
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 495 원문
Journal 2016 Interactive Human Intention Reading by Learning Hierarchical Behavior Knowledge Networks for Human-Robot Interaction   Ji-Hyeong Han  ETRI Journal, v.38, no.6, pp.1229-1239 7 원문
Conference 2012 Autonomous Behavior Control Subsystem for Robotic Computer   Vladimirov Blagovest Iordanov  International Symposium on Robot and Human Interactive Communication (RO-MAN) 2012, pp.906-912 0
Conference 2007 Fast Reinforcement Learning Using Stochastic Shortest Paths for a Mobile Robot   Kwon Wooyoung  International Conference on Intelligent Robots and Systems (IROS) 2007, pp.82-87 11 원문
Conference 2007 A Service Recommendation Using Reinforcement Learning for Network-based Robots in Ubiquitous Computing Environments   Moon Ae Kyeung  International Symposium on Robot and Human Interactive Communication (RO-MAN) 2007, pp.821-826 5 원문
Conference 2006 Reinforcement Learning of Intelligent Characters in Fighting Action Games   Cho Byeong-Heon  International Conference on Entertainment Computing (ICEC) 2006 (LNCS 4161), v.4161, pp.310-313 2 원문
Conference 2003 Multiple Reward Reinforcement learning control of a mobile robot in home network environment   Kang Dong-Oh  International Conference on Control, Automation and Systems (ICCAS) 2003, pp.1300-1304
특허 검색결과
Status Year Patent Name Country Family Pat. KIPRIS
Registered 2021 METHOD AND APPARATUS FOR TTL-BASED CACHE MANAGEMENT USING REINFORCEMENT LEARNING UNITED STATES
Registered 2020 강화 학습을 이용한 TTL 기반 캐쉬 관리 방법 및 장치 KOREA
Registered 2019 강화학습 기반 이타적 스케줄링 장치 및 방법 KOREA KIPRIS
Registered 2020 APPARATUS AND METHOD FOR ALTRUISTIC SCHEDULING BASED ON REINFORCEMENT LEARNING UNITED STATES
Registered 2018 군집화된 재경험 메모리를 이용하는 심층 강화 학습 시스템 및 그 방법 KOREA
Registered 2019 SYSTEM AND METHOD FOR SELECTING OPTIMAL PATH IN MULTI-MEDIA MULTI-PATH NETWORK UNITED STATES
Registered 2020 METHOD AND APPARATUS FOR REINFORCEMENT MACHINE LEARNING UNITED STATES
Registered 2020 APPARATUS, METHOD, AND RECORDING MEDIUM FOR AUTONOMOUS SHIP NAVIGATION UNITED STATES
Registered 2018 지연 보상을 지원하는 강화 학습 시스템 및 강화 학습 방법 KOREA
연구보고서 검색결과
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