Fuzzy Q-learning-based approach for real-time energy management of home microgrids using cooperative multi-agent system

Collaborative Multiagent Reinforcement Learning by Payoff Propagation

Jelle R. Kok, Nikos Vlassis · UvA-DARE (University of Amsterdam) · 2006 · 293 citations · Full text

Computing, Computer Science, Distributed Systems +15

Real-time optimal energy management of microgrid with uncertainties based on deep reinforcement learning

Chenyu Guo, Xin Wang, Yihui Zheng et al. · Energy · 2021 · 265 citations

Management, Decision Sciences, Energy Management +13

Fuzzy Q-Learning for multi-agent decentralized energy management in microgrids

Panagiotis Kofinas, Anastasios I. Dounis, George A. Vouros · Applied Energy · 2018 · 244 citations

Management, Sustainable Architecture, Decentralization +12

Distributed Robust Model Predictive Control-Based Energy Management Strategy for Islanded Multi-Microgrids Considering Uncertainty

Zhuoli Zhao, Juntao Guo, Xi Luo et al. · IEEE Transactions on Smart Grid · 2022 · 203 citations · Full text

Engineering, Resource Economics, Distributed Systems +16

Battery Energy Management in a Microgrid Using Batch Reinforcement Learning

Brida V. Mbuwir, Frederik Ruelens, Fred Spiessens et al. · Energies · 2017 · 190 citations · Full text

Management, Decision Sciences, Energy Management +16