Data-driven sustainable distributed energy resources’ control based on multi-agent deep reinforcement learning

An Introduction to Deep Reinforcement Learning

Vincent François-Lavet, Peter Henderson, Riashat Islam et al. · Foundations and Trends® in Machine Learning · 2018 · 1.3K citations · Full text

Computing, Computer Science, Finance +15

Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning

Zhiqiang Wan, Hepeng Li, Haibo He et al. · IEEE Transactions on Smart Grid · 2018 · 520 citations · Full text

Computing, Computer Science, Electric Vehicle Technology +15

Applications of reinforcement learning in energy systems

A.T.D. Perera, Parameswaran Kamalaruban · Renewable and Sustainable Energy Reviews · 2020 · 392 citations · Full text

Engineering, Computational Engineering, Energy Systems +12

A Data-Driven Multi-Agent Autonomous Voltage Control Framework Using Deep Reinforcement Learning

Shengyi Wang, Jiajun Duan, Di Shi et al. · IEEE Transactions on Power Systems · 2020 · 303 citations

Computing, Autonomous Systems, Computer Science +17

Double Deep $Q$ -Learning-Based Distributed Operation of Battery Energy Storage System Considering Uncertainties

Akhtar Hussain, Hak‐Man Kim · IEEE Transactions on Smart Grid · 2019 · 282 citations

Computing, Computer Science, Distributed Systems +16