Multi-agent-based decentralized residential energy management using Deep Reinforcement Learning

A Multi-Agent Reinforcement Learning-Based Data-Driven Method for Home Energy Management

Xu Xu, Youwei Jia, Yan Xu et al. · IEEE Transactions on Smart Grid · 2020 · 404 citations · Full text

Computing, Computer Science, Data Science +17

A multi-agent decentralized energy management system based on distributed intelligence for the design and control of autonomous polygeneration microgrids

Christos‐Spyridon Karavas, George Kyriakarakos, Konstantinos G. Arvanitis et al. · Energy Conversion and Management · 2015 · 297 citations

Computing, Autonomous Systems, Computer Science +16

Peer-to-Peer Energy Trading and Energy Conversion in Interconnected Multi-Energy Microgrids Using Multi-Agent Deep Reinforcement Learning

Tianyi Chen, Shengrong Bu, Xue Liu et al. · IEEE Transactions on Smart Grid · 2021 · 195 citations

Management, Autonomous Systems, Energy Economics +16

A multi-objective home energy management system based on internet of things and optimization algorithms

Xiuwang Wang, Xinna Mao, Hossein Khodaei · Journal of Building Engineering · 2020 · 184 citations

Architecture, Building Science, Computer Systems +14

An Efficient Deep Learning Framework for Intelligent Energy Management in IoT Networks

Tao Han, Khan Muhammad, Tanveer Hussain et al. · IEEE Internet of Things Journal · 2020 · 177 citations · Full text

Computing, Cloud Computing, Computer Science +17