Deep Reinforcement Learning for Joint Beamwidth and Power Optimization in mmWave Systems

IEEE Communications Letters ◽

10.1109/lcomm.2020.3005138 ◽

2020 ◽

Vol 24 (10) ◽

pp. 2201-2205

Author(s):

Jiabao Gao ◽

Caijun Zhong ◽

Xiaoming Chen ◽

Hai Lin ◽

Zhaoyang Zhang

Keyword(s):

Reinforcement Learning ◽

Power Optimization

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Deep Reinforcement Learning based Wind Farm Cluster Reactive Power Optimization Considering Network Switching

2020 IEEE 4th Conference on Energy Internet and Energy System Integration (EI2) ◽

10.1109/ei250167.2020.9347040 ◽

2020 ◽

Author(s):

Xianbo Ke ◽

Yaqi Sun ◽

Gang Zhang ◽

Wenchuan Wu

Keyword(s):

Reinforcement Learning ◽

Wind Farm ◽

Reactive Power ◽

Power Optimization ◽

Reactive Power Optimization

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Joint Throughput-Power Optimization of Fog-RAN Using Rate-Splitting Multiple Access and Reinforcement-Learning Based User Clustering

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2021.3090083 ◽

2021 ◽

pp. 1-1

Author(s):

Md ZOHEB Hassan ◽

Md. Jahangir Hossain ◽

Julian Cheng ◽

Victor C. M. Leung

Keyword(s):

Reinforcement Learning ◽

Multiple Access ◽

Power Optimization ◽

User Clustering ◽

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Power optimization with Reinforcement Learning in Logic Synthesis

10.1109/asicon52560.2021.9620356 ◽

2021 ◽

Author(s):

Chenghao Yang ◽

Yinshui Xia

Keyword(s):

Reinforcement Learning ◽

Power Optimization ◽

Logic Synthesis

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Power Optimization in Device-to-Device Communications: A Deep Reinforcement Learning Approach with Dynamic Reward

IEEE Wireless Communications Letters ◽

10.1109/lwc.2020.3035898 ◽

2020 ◽

pp. 1-1

Author(s):

Zelin Ji ◽

Adnan K Kiani ◽

Zhijin Qin ◽

Rizwan Ahmad

Keyword(s):

Reinforcement Learning ◽

Power Optimization ◽

Learning Approach ◽

Device To Device

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Hierarchical Reinforcement Learning for Relay Selection and Power Optimization in Two-Hop Cooperative Relay Network

IEEE Transactions on Communications ◽

10.1109/tcomm.2021.3119689 ◽

2021 ◽

pp. 1-1

Author(s):

Yuanzhe Geng ◽

Erwu Liu ◽

Rui Wang ◽

Yiming Liu

Keyword(s):

Reinforcement Learning ◽

Relay Selection ◽

Power Optimization ◽

Relay Network ◽

Cooperative Relay ◽

Hierarchical Reinforcement Learning ◽

Cooperative Relay Network

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Accelerating bio-inspired optimizer with transfer reinforcement learning for reactive power optimization

Knowledge-Based Systems ◽

10.1016/j.knosys.2016.10.024 ◽

2017 ◽

Vol 116 ◽

pp. 26-38 ◽

Author(s):

Xiaoshun Zhang ◽

Tao Yu ◽

Bo Yang ◽

Lefeng Cheng

Keyword(s):

Reinforcement Learning ◽

Reactive Power ◽

Power Optimization ◽

Reactive Power Optimization

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Reactive Power Optimization Using Feed Forward Neural Deep Reinforcement Learning Method : (Deep Reinforcement Learning DQN algorithm)

2020 Asia Energy and Electrical Engineering Symposium (AEEES) ◽

10.1109/aeees48850.2020.9121492 ◽

2020 ◽

Author(s):

Mazhar Ali ◽

Asad Mujeeb ◽

Hameed Ullah ◽

Saran Zeb

Keyword(s):

Reinforcement Learning ◽

Reactive Power ◽

Power Optimization ◽

Learning Method ◽

Reactive Power Optimization ◽

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Base Station Power Optimization for Green Networks Using Reinforcement Learning

Sakarya University Journal of Computer and Information Sciences ◽

10.35377/saucis...932709 ◽

2021 ◽

Author(s):

Semih AKTAŞ ◽

Hande ALEMDAR

Keyword(s):

Reinforcement Learning ◽

Power Optimization ◽

Base Station ◽

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Base Station Power Optimization for Green Networks Using Reinforcement Learning

Sakarya University Journal of Computer and Information Sciences ◽

10.35377/saucis.04.02.932709 ◽

2021 ◽

Vol 4 (2) ◽

pp. 244-265

Author(s):

Semih AKTAŞ ◽

Hande ALEMDAR

Keyword(s):

Reinforcement Learning ◽

Power Optimization ◽

Base Station ◽

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Joint Trajectory and Power Optimization for Energy Efficient UAV Communication Using Deep Reinforcement Learning

IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) ◽

10.1109/infocomwkshps51825.2021.9484490 ◽

2021 ◽

Author(s):

Yuling Cui ◽

Danhao Deng ◽

Chaowei Wang ◽

Weidong Wang

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Power Optimization

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