Applied Energy · 2019 · 318 citations · 45 references
Electrical EngineeringEngineeringDeep Reinforcement LearningSmart GridEnergy EfficiencyEnergy ManagementSystems EngineeringHybrid Electric VehicleContinuous Control StrategyEnergy Control
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Dropout: a simple way to prevent neural networks from overfitting
Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.2K citations
Human-level control through deep reinforcement learning
Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 28.8K citations
Artificial Intelligence, Engineering, Deep Reinforcement Learning +3
Mastering the game of Go with deep neural networks and tree search
David Silver, Aja Huang, Chris J. Maddison et al. · Nature · 2016 · 15.5K citations
Deterministic policy gradient algorithms
David Silver, Guy Lever, Nicolas Heess et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2014 · 1.7K citations · Full text
End-to-end training of deep visuomotor policies
Sergey Levine, Chelsea Finn, Trevor Darrell et al. · Journal of Machine Learning Research · 2016 · 1.7K citations