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Deep Reinforcement Learning for Autonomous Driving: A Survey
Deep Reinforcement Learning for Autonomous Driving: A Survey
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Deep Reinforcement Learning for Autonomous Driving: A Survey

Kiran, B Ravi ; Sobh, Ibrahim ; Talpaert, Victor ; Mannion, Patrick ; Sallab, Ahmad A. Al ; Yogamani, Senthil ; Perez, Patrick

IEEE transactions on intelligent transportation systems, 2022-06, Vol.23 (6), p.4909-4926 [Periódico revisado por pares]

IEEE

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Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control
Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control
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Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control

Chu, Tianshu ; Wang, Jie ; Codeca, Lara ; Li, Zhaojian

IEEE transactions on intelligent transportation systems, 2020-03, Vol.21 (3), p.1086-1095 [Periódico revisado por pares]

IEEE

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3
Safe Off-Policy Deep Reinforcement Learning Algorithm for Volt-VAR Control in Power Distribution Systems
Safe Off-Policy Deep Reinforcement Learning Algorithm for Volt-VAR Control in Power Distribution Systems
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Safe Off-Policy Deep Reinforcement Learning Algorithm for Volt-VAR Control in Power Distribution Systems

Wang, Wei ; Yu, Nanpeng ; Gao, Yuanqi ; Shi, Jie

IEEE transactions on smart grid, 2020-07, Vol.11 (4), p.3008-3018 [Periódico revisado por pares]

Piscataway: IEEE

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4
Adaptive Power System Emergency Control Using Deep Reinforcement Learning
Adaptive Power System Emergency Control Using Deep Reinforcement Learning
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Adaptive Power System Emergency Control Using Deep Reinforcement Learning

Huang, Qiuhua ; Huang, Renke ; Hao, Weituo ; Tan, Jie ; Fan, Rui ; Huang, Zhenyu

IEEE transactions on smart grid, 2020-03, Vol.11 (2), p.1171-1182 [Periódico revisado por pares]

Piscataway: IEEE

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5
GAN-Powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing
GAN-Powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing
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GAN-Powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing

Hua, Yuxiu ; Li, Rongpeng ; Zhao, Zhifeng ; Chen, Xianfu ; Zhang, Honggang

IEEE journal on selected areas in communications, 2020-02, Vol.38 (2), p.334-349 [Periódico revisado por pares]

New York: IEEE

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6
Deep clustering of cooperative multi-agent reinforcement learning to optimize multi chiller HVAC systems for smart buildings energy management
Deep clustering of cooperative multi-agent reinforcement learning to optimize multi chiller HVAC systems for smart buildings energy management
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Deep clustering of cooperative multi-agent reinforcement learning to optimize multi chiller HVAC systems for smart buildings energy management

Homod, Raad Z. ; Yaseen, Zaher Mundher ; Hussein, Ahmed Kadhim ; Almusaed, Amjad ; Alawi, Omer A. ; Falah, Mayadah W. ; Abdelrazek, Ali H. ; Ahmed, Waqar ; Eltaweel, Mahmoud

Journal of Building Engineering, 2023-04, Vol.65, p.105689, Article 105689 [Periódico revisado por pares]

Elsevier Ltd

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7
Multi-Agent Reinforcement Learning-Based Resource Allocation for UAV Networks
Multi-Agent Reinforcement Learning-Based Resource Allocation for UAV Networks
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Multi-Agent Reinforcement Learning-Based Resource Allocation for UAV Networks

Cui, Jingjing ; Liu, Yuanwei ; Nallanathan, Arumugam

IEEE transactions on wireless communications, 2020-02, Vol.19 (2), p.729-743 [Periódico revisado por pares]

IEEE

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8
Reinforcement Learning and Its Applications in Modern Power and Energy Systems: A Review
Reinforcement Learning and Its Applications in Modern Power and Energy Systems: A Review
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Reinforcement Learning and Its Applications in Modern Power and Energy Systems: A Review

Di Cao ; Weihao Hu ; Junbo Zhao ; Guozhou Zhang ; Bin Zhang ; Zhou Liu ; Zhe Chen ; Frede Blaabjerg

Journal of modern power systems and clean energy, 2020-11, Vol.8 (6), p.1029-1042 [Periódico revisado por pares]

IEEE

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Maintenance optimisation of multicomponent systems using hierarchical coordinated reinforcement learning
Maintenance optimisation of multicomponent systems using hierarchical coordinated reinforcement learning
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Maintenance optimisation of multicomponent systems using hierarchical coordinated reinforcement learning

Zhou, Yifan ; Li, Bangcheng ; Lin, Tian Ran

Reliability engineering & system safety, 2022-01, Vol.217, p.108078, Article 108078 [Periódico revisado por pares]

Barking: Elsevier Ltd

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10
Federated Reinforcement Learning for Energy Management of Multiple Smart Homes With Distributed Energy Resources
Federated Reinforcement Learning for Energy Management of Multiple Smart Homes With Distributed Energy Resources
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Federated Reinforcement Learning for Energy Management of Multiple Smart Homes With Distributed Energy Resources

Lee, Sangyoon ; Choi, Dae-Hyun

IEEE transactions on industrial informatics, 2022-01, Vol.18 (1), p.488-497

Piscataway: IEEE

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