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Dual-attention assisted deep reinforcement learning algorithm for energy-efficient resource allocation in Industrial Internet of Things

Ying Wang, Fengjun Shang, Jianjun Lei, Xiangwei Zhu, Haoming Qin, Jiayu Wen

2022Future Generation Computer Systems23 citationsDOI

Topics & Concepts

Computer scienceReinforcement learningResource allocationPartially observable Markov decision processReliability (semiconductor)Markov decision processDual (grammatical number)Distributed computingArtificial intelligenceMathematical optimizationMarkov chainMachine learningMarkov processMarkov modelComputer networkPhysicsLiteratureMathematicsPower (physics)ArtStatisticsQuantum mechanicsIoT and Edge/Fog ComputingWireless Body Area NetworksEnergy Efficient Wireless Sensor Networks
Dual-attention assisted deep reinforcement learning algorithm for energy-efficient resource allocation in Industrial Internet of Things | Litcius