A multi-objective reinforcement learning algorithm for deadline constrained scientific workflow scheduling in clouds

Yao Qin; Hua Wang; Shanwen Yi; Xiaole Li; Linbo Zhai

doi:10.1007/s11704-020-9273-z

A multi-objective reinforcement learning algorithm for deadline constrained scientific workflow scheduling in clouds

Frontiers of Computer Science ◽

10.1007/s11704-020-9273-z ◽

2021 ◽

Vol 15 (5) ◽

Author(s):

Yao Qin ◽

Hua Wang ◽

Shanwen Yi ◽

Xiaole Li ◽

Linbo Zhai

Keyword(s):

Reinforcement Learning ◽

Learning Algorithm ◽

Scientific Workflow ◽

Workflow Scheduling ◽

Multi Objective ◽

Reinforcement Learning Algorithm

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Temporal Fusion Pointer network-based Reinforcement Learning algorithm for Multi-Objective Workflow Scheduling in the cloud

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9207151 ◽

2020 ◽

Author(s):

Binyang Wang ◽

Huifang Li ◽

Zhiwei Lin ◽

Yuanqing Xia

Keyword(s):

Reinforcement Learning ◽

Learning Algorithm ◽

Workflow Scheduling ◽

Multi Objective ◽

Reinforcement Learning Algorithm

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Multi-objective reinforcement learning algorithm and its application in drive system

2008 34th Annual Conference of IEEE Industrial Electronics ◽

10.1109/iecon.2008.4757965 ◽

2008 ◽

Cited By ~ 2

Author(s):

Zhang Huajun ◽

Zhao Jin ◽

Wang Rui ◽

Ma Tan

Keyword(s):

Reinforcement Learning ◽

Learning Algorithm ◽

Drive System ◽

Multi Objective ◽

Reinforcement Learning Algorithm

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Multi-objective reinforcement learning algorithm and its improved convergency method

2011 6th IEEE Conference on Industrial Electronics and Applications ◽

10.1109/iciea.2011.5976002 ◽

2011 ◽

Cited By ~ 1

Author(s):

Zhao Jin ◽

Zhang Huajun

Keyword(s):

Reinforcement Learning ◽

Learning Algorithm ◽

Multi Objective ◽

Reinforcement Learning Algorithm

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Multi-objective reinforcement learning algorithm for MOSDMP in unknown environment

2010 8th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2010.5553980 ◽

2010 ◽

Author(s):

Yun Zhao ◽

Qingwei Chen ◽

Weili Hu

Keyword(s):

Reinforcement Learning ◽

Learning Algorithm ◽

Unknown Environment ◽

Multi Objective ◽

Reinforcement Learning Algorithm

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A Multi-objective Reinforcement Learning Algorithm for JSSP

Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation - Lecture Notes in Computer Science ◽

10.1007/978-3-030-30487-4_44 ◽

2019 ◽

pp. 567-584

Author(s):

Beatriz M. Méndez-Hernández ◽

Erick D. Rodríguez-Bazan ◽

Yailen Martinez-Jimenez ◽

Pieter Libin ◽

Ann Nowé

Keyword(s):

Reinforcement Learning ◽

Learning Algorithm ◽

Multi Objective ◽

Reinforcement Learning Algorithm

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Multi-Objective Reinforcement Learning Algorithm Updating Actor by Using Maximum TD-error Extracted from Some Critics

The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec) ◽

10.1299/jsmermd.2019.1p2-h09 ◽

2019 ◽

Vol 2019 (0) ◽

pp. 1P2-H09

Author(s):

Taichi NAGAMINE ◽

Kazuaki YAMADA

Keyword(s):

Reinforcement Learning ◽

Learning Algorithm ◽

Multi Objective ◽

Reinforcement Learning Algorithm

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Model dependent reinforcement learning algorithm for reservoir operation stochastic optimization

International Journal of Hydrology ◽

10.15406/ijh.2018.02.00129 ◽

2018 ◽

Vol 2 (5) ◽

Author(s):

Li Wenwu

Keyword(s):

Reinforcement Learning ◽

Stochastic Optimization ◽

Reservoir Operation ◽

Learning Algorithm ◽

Reinforcement Learning Algorithm

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Reinforcement learning algorithm for one-warehouse multi-retailer inventory problem

Automation, Mechanical and Electrical Engineering ◽

10.2495/amee140161 ◽

2014 ◽

Author(s):

C.Y. Li ◽

X.T. Wang ◽

T.W. Zhang

Keyword(s):

Reinforcement Learning ◽

Learning Algorithm ◽

Inventory Problem ◽

Reinforcement Learning Algorithm

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Intelligent Energy Management Strategy Based on an Improved Reinforcement Learning Algorithm With Exploration Factor for a Plug-in PHEV

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2021.3085710 ◽

2021 ◽

pp. 1-11

Author(s):

Xinyou Lin ◽

Kuncheng Zhou ◽

Liping Mo ◽

Hailin Li

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Management Strategy ◽

Learning Algorithm ◽

Energy Management Strategy ◽

Reinforcement Learning Algorithm

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Optimization of PV Energy Conversion System Using Reinforcement Learning Algorithm

2020 20th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA) ◽

10.1109/sta50679.2020.9329331 ◽

2020 ◽

Author(s):

Mohamed Ali Zeddini ◽

Mourad Turki ◽

Mohamed Faouzi Mimoun

Keyword(s):

Reinforcement Learning ◽

Energy Conversion ◽

Learning Algorithm ◽

Conversion System ◽

Energy Conversion System ◽

Reinforcement Learning Algorithm

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