Dawei Qiu

Deep Reinforcement Learning for Strategic Bidding in Electricity Markets

Yujian Ye, Dawei Qiu, Mingyang Sun et al. · IEEE Transactions on Smart Grid · 2019 · 269 citations

Artificial Intelligence, Benchmark Rl Methods, Power Market +14

Model-Free Real-Time Autonomous Control for a Residential Multi-Energy System Using Deep Reinforcement Learning

Yujian Ye, Dawei Qiu, Xiaodong Wu et al. · IEEE Transactions on Smart Grid · 2020 · 230 citations

Engineering, Deep Reinforcement Learning, Smart Grid +13

Scalable coordinated management of peer-to-peer energy trading: A multi-cluster deep reinforcement learning approach

Dawei Qiu, Yujian Ye, Dimitrios Papadaskalopoulos et al. · Applied Energy · 2021 · 144 citations

Multi-cluster Deep Reinforcement, Engineering, Deep Reinforcement Learning +9

Reinforcement learning for electric vehicle applications in power systems:A critical review

Dawei Qiu, Yi Wang, Weiqi Hua et al. · Renewable and Sustainable Energy Reviews · 2022 · 144 citations · Full text

Multi-agent Rl, Engineering, Smart Grid +12

Multi-agent deep reinforcement learning for resilience-driven routing and scheduling of mobile energy storage systems

Yi Wang, Dawei Qiu, Goran Štrbac · Applied Energy · 2022 · 119 citations

Artificial Intelligence, Storage Systems, Reinforcement Learning (Computer Engineering) +13