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 |
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 |
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원문
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Journal
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2023 |
A Survey on Communication Algorithms for Multi-Agent Reinforcement Learning
Seungwoo Seo 전자통신동향분석, v.38, no.4, pp.104-115 |
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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 |
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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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 |
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
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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
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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
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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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Journal
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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
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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
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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
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2018 |
Multiagent Reinforcement Learning in Escape Scenario
Donghun Lee International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1031-1033 |
0 |
원문
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