Multiagent deep reinforcement learning-based cooperative optimal operation with strong scalability for residential microgrid clusters

Multi-agent deep reinforcement learning: a survey

Sven Gronauer, Klaus Diepold · Artificial Intelligence Review · 2021 · 824 citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Deep Reinforcement Learning for Smart Home Energy Management

Liang Yu, Weiwei Xie, Di Xie et al. · IEEE Internet of Things Journal · 2019 · 447 citations · Full text

Architecture, Architectural Engineering, Building Science +17

Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings

Liang Yu, Yi Sun, Zhanbo Xu et al. · IEEE Transactions on Smart Grid · 2020 · 328 citations

Architecture, Architectural Engineering, Building Science +17

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

A Multi-Agent Deep Reinforcement Learning Based Voltage Regulation Using Coordinated PV Inverters

Di Cao, Weihao Hu, Junbo Zhao et al. · IEEE Transactions on Power Systems · 2020 · 253 citations · Full text

Computing, Autonomous Systems, Machine Learning +13