A safe reinforcement learning-based charging strategy for electric vehicles in residential microgrid

Soft Actor-Critic Algorithms and Applications

Tuomas Haarnoja, Aurick Zhou, Kristian Hartikainen et al. · arXiv (Cornell University) · 2018 · 2K citations · Full text

Computing, Computer Science, Machine Learning +12

Safe Learning in Robotics: From Learning-Based Control to Safe Reinforcement Learning

Lukas Brunke, Melissa Greeff, Adam W. Hall et al. · Annual Review of Control Robotics and Autonomous Systems · 2022 · 660 citations · Full text

Engineering, Computer Science, Robotics Engineering +17

Optimal Planning for Electricity-Hydrogen Integrated Energy System Considering Power to Hydrogen and Heat and Seasonal Storage

Guangsheng Pan, Wei Gu, Yuping Lu et al. · IEEE Transactions on Sustainable Energy · 2020 · 610 citations

Engineering, Decision Sciences, Energy Systems +16

Coordinating Flexible Demand Response and Renewable Uncertainties for Scheduling of Community Integrated Energy Systems With an Electric Vehicle Charging Station: A Bi-Level Approach

Yang Li, Meng Han, Zhen Yang et al. · IEEE Transactions on Sustainable Energy · 2021 · 580 citations · Full text

Management, Industrial Engineering, Operations Management +17

Constrained EV Charging Scheduling Based on Safe Deep Reinforcement Learning

Hepeng Li, Zhiqiang Wan, Haibo He · IEEE Transactions on Smart Grid · 2019 · 421 citations · Full text

Management, Decision Sciences, Machine Learning +16