4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.MA2021★ 4 cited
Scalable Multi-Agent Reinforcement Learning for Residential Load Scheduling under Data Governance
Zhaoming Qin, Nanqing Dong, Di Liu +2
As a data-driven approach, multi-agent reinforcement learning (MARL) has made remarkable advances in solving cooperative residential load scheduling problems. However, centralized…
eess.SY2021
Does Explicit Prediction Matter in Deep Reinforcement Learning-Based Energy Management?
Zhaoming Qin, Huaying Zhang, Yuzhou Zhao +2
As a model-free optimization and decision-making method, deep reinforcement learning (DRL) has been widely applied to the filed of energy management in energy Internet. While, some…