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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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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Addressing Inherent Uncertainty: Risk-Sensitive Behavior Generation for Automated Driving using Distributional Reinforcement Learning

2019 IEEE Intelligent Vehicles Symposium (IV) ◽

10.1109/ivs.2019.8813791 ◽

2019 ◽

Author(s):

Julian Bernhard ◽

Stefan Pollok ◽

Alois Knoll

Keyword(s):

Reinforcement Learning ◽

Automated Driving ◽

Risk Sensitive ◽

Sensitive Behavior

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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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Risk Sensitive Reinforcement Learning Scheme Is Suitable for Learning on a Budget

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46675-0_23 ◽

2016 ◽

pp. 202-210

Author(s):

Kazuyoshi Kato ◽

Koichiro Yamauchi

Keyword(s):

Reinforcement Learning ◽

Learning Scheme ◽

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Deep Reinforcement Learning for Wireless Networks

10.1007/978-3-030-10546-4 ◽

2019 ◽

Author(s):

F. Richard Yu ◽

Ying He

Keyword(s):

Wireless Networks ◽

Reinforcement Learning

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A Reinforcement Learning Based Joint Call Admission Control for Heterogeneous Wireless Networks

10.14209/sbrt.2010.83 ◽

2010 ◽

Author(s):

Rennan Silva ◽

João Costa ◽

Gláucio Carvalho

Keyword(s):

Wireless Networks ◽

Reinforcement Learning ◽

Admission Control ◽

Call Admission Control ◽

Heterogeneous Wireless Networks ◽

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