Cooperative Scenarios for Multi-Agent Reinforcement Learning in Wireless Edge Caching

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp39728.2021.9414319 ◽

2021 ◽

Author(s):

Navneet Garg ◽

Tharmalingam Ratnarajah

Keyword(s):

Reinforcement Learning ◽

Multi Agent ◽

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Multi-Agent Deep Reinforcement Learning Based Cooperative Edge Caching for Ultra-Dense Next-Generation Networks

IEEE Transactions on Communications ◽

10.1109/tcomm.2020.3044298 ◽

2020 ◽

pp. 1-1

Author(s):

Shuangwu Chen ◽

Zhen Yao ◽

Xiaofeng Jiang ◽

Jian Yang ◽

Lajos Hanzo

Keyword(s):

Reinforcement Learning ◽

Next Generation Networks ◽

Next Generation ◽

Multi Agent ◽

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Deep Multi-Agent Reinforcement Learning Based Cooperative Edge Caching in Wireless Networks

ICC 2019 - 2019 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2019.8762084 ◽

2019 ◽

Author(s):

Chen Zhong ◽

M. Cenk Gursoy ◽

Senem Velipasalar

Keyword(s):

Wireless Networks ◽

Reinforcement Learning ◽

Multi Agent ◽

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Deep Multi‐Agent Reinforcement Learning for Cooperative Edge Caching

Machine Learning for Future Wireless Communications ◽

10.1002/9781119562306.ch21 ◽

2019 ◽

pp. 439-457

Author(s):

M. Cenk Gursoy ◽

Chen Zhong ◽

Senem Velipasalar

Keyword(s):

Reinforcement Learning ◽

Multi Agent ◽

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Multi-Agent Reinforcement Learning for Cooperative Edge Caching in Internet of Vehicles

2020 IEEE 17th International Conference on Mobile Ad Hoc and Sensor Systems (MASS) ◽

10.1109/mass50613.2020.00062 ◽

2020 ◽

Author(s):

Kai Jiang ◽

Huan Zhou ◽

Deze Zeng ◽

Jie Wu

Keyword(s):

Reinforcement Learning ◽

Internet Of Vehicles ◽

Multi Agent ◽

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Multi-Agent Reinforcement Learning for Cooperative Edge Caching in Heterogeneous Networks

10.1109/wcsp52459.2021.9613479 ◽

2021 ◽

Author(s):

Yuan Zhi ◽

Jie Tian ◽

Qianqian Liu ◽

Haixia Zhang ◽

Dalei Wu

Keyword(s):

Reinforcement Learning ◽

Heterogeneous Networks ◽

Multi Agent ◽

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Multi-Agent Deep Reinforcement Learning for Decentralized Cooperative Traffic Signal Control

10.1061/9780784483053.039 ◽

2020 ◽

Author(s):

Yang Zhao ◽

Jian-Ming Hu ◽

Ming-Yang Gao ◽

Zuo Zhang

Keyword(s):

Reinforcement Learning ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

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Output feedback reinforcement learning based optimal output synchronisation of heterogeneous discrete-time multi-agent systems

IET Control Theory and Applications ◽

10.1049/iet-cta.2018.6266 ◽

2019 ◽

Vol 13 (17) ◽

pp. 2866-2876

Author(s):

Syed Ali Asad Rizvi ◽

Zongli Lin

Keyword(s):

Reinforcement Learning ◽

Discrete Time ◽

Output Feedback ◽

Multi Agent Systems ◽

Agent Systems ◽

Optimal Output ◽

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Multi-agent deep reinforcement learning with type-based hierarchical group communication

Applied Intelligence ◽

10.1007/s10489-020-02065-9 ◽

2021 ◽

Author(s):

Hao Jiang ◽

Dianxi Shi ◽

Chao Xue ◽

Yajie Wang ◽

Gongju Wang ◽

...

Keyword(s):

Reinforcement Learning ◽

Group Communication ◽

Multi Agent ◽

Hierarchical Group

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Coordinated Ramp Metering Control Based on Multi-Agent Reinforcement Learning

2020 35th Youth Academic Annual Conference of Chinese Association of Automation (YAC) ◽

10.1109/yac51587.2020.9337711 ◽

2020 ◽

Author(s):

Jiyuan Tan ◽

Qianqian Qiu ◽

Weiwei Guo

Keyword(s):

Reinforcement Learning ◽

Ramp Metering ◽

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Multi-Agent Deep Reinforcement Learning for Vehicular Computation Offloading in IoT

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.3040768 ◽

2020 ◽

pp. 1-1 ◽

Author(s):

Xiaoyu Zhu ◽

Yueyi Luo ◽

Anfeng Liu ◽

Md Zakirul Alam Bhuiyan ◽

Shaobo Zhang

Keyword(s):

Reinforcement Learning ◽

Computation Offloading ◽

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