Reinforcement Learning for Rate Adaptation in CSMA/CA Wireless Networks

Advances in Computer Science and Ubiquitous Computing - Lecture Notes in Electrical Engineering ◽

10.1007/978-981-15-9343-7_24 ◽

2021 ◽

pp. 175-181

Author(s):

Soohyun Cho

Keyword(s):

Wireless Networks ◽

Reinforcement Learning ◽

Rate Adaptation

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RAPT360: Reinforcement Learning-Based Rate Adaptation for 360-degree Video Streaming with Adaptive Prediction and Tiling

IEEE Transactions on Circuits and Systems for Video Technology ◽

10.1109/tcsvt.2021.3076585 ◽

2021 ◽

pp. 1-1

Author(s):

Nuowen Kan ◽

Junni Zou ◽

Chenglin Li ◽

Wenrui Dai ◽

Hongkai Xiong

Keyword(s):

Reinforcement Learning ◽

Video Streaming ◽

Rate Adaptation ◽

Adaptive Prediction

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Robust multicast scheduling based on relaying, power control, and rate adaptation in wireless networks

2011 IEEE GLOBECOM Workshops (GC Wkshps) ◽

10.1109/glocomw.2011.6162352 ◽

2011 ◽

Author(s):

Izhak Rubin ◽

Kian Hedayati

Keyword(s):

Wireless Networks ◽

Power Control ◽

Rate Adaptation ◽

Multicast Scheduling

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Deep Reinforcement Learning Based User Association and Resource Allocation for D2D-enabled Wireless Networks

10.1109/iccc52777.2021.9580261 ◽

2021 ◽

Author(s):

Caihong Kai ◽

Xiaowei Meng ◽

Linsheng Mei ◽

Wei Huang

Keyword(s):

Resource Allocation ◽

Wireless Networks ◽

Reinforcement Learning ◽

User Association

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Reinforcement Learning Based QoS Guarantee Traffic Scheduling Algorithm for Wireless Networks

Advances in Intelligent Systems and Computing - The 10th International Conference on Computer Engineering and Networks ◽

10.1007/978-981-15-8462-6_174 ◽

2020 ◽

pp. 1522-1532

Author(s):

Qingchuan Liu ◽

Ao Xiong ◽

Yimin Li ◽

Siya Xu ◽

Zhiyuan An ◽

...

Keyword(s):

Wireless Networks ◽

Reinforcement Learning ◽

Scheduling Algorithm ◽

Traffic Scheduling ◽

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A Decentralized Multi-agent Reinforcement Learning Approach for Resource Sharing and Allocation in Renewable Energy Powered Wireless Networks

Communications in Computer and Information Science - Artificial Intelligence and Security ◽

10.1007/978-981-15-8101-4_57 ◽

2020 ◽

pp. 640-651

Author(s):

Yu Gong ◽

Yifei Wei ◽

Qiao Li ◽

Lianping Zhang ◽

Xiaojun Wang

Keyword(s):

Wireless Networks ◽

Renewable Energy ◽

Reinforcement Learning ◽

Resource Sharing ◽

Learning Approach ◽

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Risk-Sensitive Reinforcement Learning for URLLC Traffic in Wireless Networks

2019 IEEE Wireless Communications and Networking Conference (WCNC) ◽

10.1109/wcnc.2019.8885631 ◽

2019 ◽

Author(s):

Nesrine Ben Khalifa ◽

Mohamad Assaad ◽

Merouane Debbah

Keyword(s):

Wireless Networks ◽

Reinforcement Learning ◽

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Multicast-Aware Proactive Caching in Wireless Networks with Deep Reinforcement Learning

2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) ◽

10.1109/spawc.2019.8815489 ◽

2019 ◽

Author(s):

Samuel O. Somuyiwa ◽

Andras Gyorgy ◽

Deniz Gunduz

Keyword(s):

Wireless Networks ◽

Reinforcement Learning

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Buffer-Aware Streaming in Small-Scale Wireless Networks: A Deep Reinforcement Learning Approach

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2019.2909055 ◽

2019 ◽

Vol 68 (7) ◽

pp. 6891-6902 ◽

Author(s):

Yashuang Guo ◽

F. Richard Yu ◽

Jianping An ◽

Kai Yang ◽

Ying He ◽

...

Keyword(s):

Wireless Networks ◽

Reinforcement Learning ◽

Small Scale ◽

Learning Approach

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Optimization of cache-enabled opportunistic interference alignment wireless networks: A big data deep reinforcement learning approach

2017 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2017.7996332 ◽

2017 ◽

Author(s):

Ying He ◽

Chengchao Liang ◽

F. Richard Yu ◽

Nan Zhao ◽

Hongxi Yin

Keyword(s):

Wireless Networks ◽

Big Data ◽

Reinforcement Learning ◽

Interference Alignment ◽

Learning Approach

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Multiuser Video Streaming Rate Adaptation: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach

2019 IEEE Visual Communications and Image Processing (VCIP) ◽

10.1109/vcip47243.2019.8965912 ◽

2019 ◽

Author(s):

Kexin Tang ◽

Nuowen Kan ◽

Junni Zou ◽

Xiao Fu ◽

Mingyi Hong ◽

...

Keyword(s):

Reinforcement Learning ◽

Video Streaming ◽

Rate Adaptation ◽

Physical Layer ◽

Learning Approach ◽

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