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A novel deep reinforcement learning model based on DDPG considering attention mechanism and combined with GRU network for short-term load forecasting

Xin He, Wenlu Zhao, Zhijun Gao, Licheng Zhang, Qiushi Zhang, Xinyu Li

2025Applied Soft Computing7 citationsDOI

Topics & Concepts

Reinforcement learningTerm (time)Computer scienceMechanism (biology)ReinforcementArtificial intelligenceMachine learningMaterials scienceComposite materialEpistemologyPhilosophyQuantum mechanicsPhysicsEnergy Load and Power ForecastingSmart Grid and Power SystemsGeoscience and Mining Technology
A novel deep reinforcement learning model based on DDPG considering attention mechanism and combined with GRU network for short-term load forecasting | Litcius