Conference
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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 |
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Journal
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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
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Journal
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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
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Journal
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2024 |
MuDE: Multi-Agent Decomposed Reward-Based Exploration
Yoo Byunghyun Neural Networks, v.179, pp.1-13 |
0 |
원문
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Conference
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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
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Journal
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2023 |
Low-Complexity Q-Learning for Energy-Aware Small-Cell Networks With Integrated Access and Backhaul
이준승 IEEE Access, v.11, pp.121529-121538 |
2 |
원문
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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 |
원문
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Journal
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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
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Journal
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2023 |
Anytime Lifelong Multi-Agent Pathfinding in Topological Maps
Song Soohwan IEEE Access, v.11, pp.20365-20380 |
2 |
원문
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Journal
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2022 |
Multi-agent Q-learning based cell breathing considering SBS collaboration for maximizing energy efficiency in B5G heterogeneous networks
이호원 ICT Express, v.8, no.4, pp.525-529 |
7 |
원문
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Journal
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2022 |
Research Trends of Multi-agent Collaboration Technology for Artificial Intelligence Bots
Kang Dong-Oh 전자통신동향분석, v.37, no.6, pp.32-42 |
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원문
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Conference
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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 |
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Conference
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2022 |
Corridor Occupancy-Based Multi-Agent Pathfinding in Topological Maps
Song Soohwan International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.181-183 |
1 |
원문
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Conference
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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
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Journal
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2022 |
CuMARL: Curiosity-Based Learning in Multiagent Reinforcement Learning
Ningombam Devarani Devi IEEE Access, v.10, pp.87254-87265 |
8 |
원문
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Conference
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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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Journal
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2022 |
A Novel and Efficient Influence-Seeking Exploration in Deep Multiagent Reinforcement Learning
Yoo Byunghyun IEEE Access, v.10, pp.47741-47753 |
6 |
원문
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Journal
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2022 |
Multimodal layer surveillance map based anomaly detection using multi-agents for smart city security
Shin Hochul ETRI Journal, v.44, no.2, pp.183-193 |
31 |
원문
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Journal
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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
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Conference
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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
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Journal
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2021 |
Avoiding collaborative paradox in multi‐agent reinforcement learning
Hyunseok Kim ETRI Journal, v.43, no.6, pp.1004-1012 |
6 |
원문
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Conference
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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
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Conference
|
2021 |
Hypergraph based Multi-Agents Representation Learning for Similarity Analysis
Jaeuk Baek International Conference on Control, Automation and Systems (ICCAS) 2021, pp.1686-1689 |
1 |
원문
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Conference
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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
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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
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Journal
|
2021 |
QSOD: Hybrid Policy Gradient for Deep Multi-agent Reinforcement Learning
Hafiz Muhammad Raza Ur Rehman IEEE Access, v.9, pp.129728-129741 |
11 |
원문
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Journal
|
2020 |
A Survey on Recent Advances in Multi-Agent Reinforcement Learning
Yoo Byunghyun 전자통신동향분석, v.35, no.6, pp.137-149 |
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원문
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Conference
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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 |
원문
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Conference
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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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Journal
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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 |
95 |
원문
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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 |
28 |
원문
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Journal
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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
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Conference
|
2019 |
A Sim2real Framework Enabling Decentralized Agents to Execute MADDPG Tasks
Suh Youngho Workshop on Distributed Infrastructures for Deep Learning (DIDL) 2019, pp.1-6 |
2 |
원문
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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
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Journal
|
2019 |
Research Trends on Deep Reinforcement Learning
Jang Sooyoung 전자통신동향분석, v.34, no.4, pp.1-14 |
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원문
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Conference
|
2018 |
Energy Efficient Task Allocation for Distributed Multi-agent System
Seonghyun Kim International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1034-1036 |
1 |
원문
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Journal
|
2017 |
End-to-End Network Performance Management Framework Based on Case-Based Reasoning
조부성 Wireless Personal Communications, v.94, no.1, pp.69-82 |
3 |
원문
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Conference
|
2016 |
Multi agent 3D printer and Robot System for Mass personalization FaaS Platform
Han Hyonyoung International Conference on Information and Communication Technology Convergence (ICTC) 2016, pp.1129-1131 |
9 |
원문
|
Conference
|
2016 |
Demographic Transition: Introducing Multi-agent Based BDI Platform
Mazhar Sajjad International Conference on Modelling, Identification and Control (MIC) 2016, pp.1-9 |
0 |
원문
|
Conference
|
2016 |
Simulating demography — Dynamics of fertility using a multi agent model
Brar Karandeep Singh International Conference on Advanced Communication Technology (ICACT) 2016, pp.791-795 |
1 |
원문
|
Conference
|
2008 |
A Middleware Platform Based on Multi-Agents for u-Healthcare Services with Sensor Networks
김영복 KES International Symposium on Agent and Multi-Agent Systems : Technologies and Applications (KES-AMSTA) 2008 (LNCS 4953), v.4953, pp.683-692 |
3 |
원문
|
Conference
|
2004 |
The implementation of art therapy service as an ubiquitous health-care service
Yoon Seong-Im IEEE Region 10 Conference (TENCON) 2004, pp.200-203 |
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원문
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Conference
|
2002 |
A Study on the Design and Implementation of the System for Distributed Information Retrieval based on the Metadata using of XML
Song Jong Cheol 한국정보처리학회 학술 발표 대회 (추계) 2002, pp.2415-2418 |
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