Coordinating electric vehicle charging with multiagent deep Q-networks for smart grid load balancing

Reinforcement learning-based real-time power management for hybrid energy storage system in the plug-in hybrid electric vehicle

Rui Xiong, Jiayi Cao, Quanqing Yu · Applied Energy · 2017 · 560 citations

Engineering, Automotive Engineering, Electrical Engineering +16

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

Reinforcement Learning for Real-Time Pricing and Scheduling Control in EV Charging Stations

Shuoyao Wang, Suzhi Bi, Ying–Jun Angela Zhang · IEEE Transactions on Industrial Informatics · 2019 · 264 citations

Business, Decision Sciences, Machine Learning +16

Online Distributed MPC-Based Optimal Scheduling for EV Charging Stations in Distribution Systems

Yu Zheng, Yue Song, David J. Hill · IEEE Transactions on Industrial Informatics · 2018 · 222 citations

Engineering, Decision Sciences, Distributed Systems +16

Cooperative Management for PV/ESS-Enabled Electric Vehicle Charging Stations: A Multiagent Deep Reinforcement Learning Approach

MyungJae Shin, Dae‐Hyun Choi, Joongheon Kim · IEEE Transactions on Industrial Informatics · 2019 · 196 citations

Computing, Computer Science, Distributed Systems +16