Yujian Ye

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

A Scalable Privacy-Preserving Multi-Agent Deep Reinforcement Learning Approach for Large-Scale Peer-to-Peer Transactive Energy Trading

Yujian Ye, Yi Tang, Huiyu Wang et al. · IEEE Transactions on Smart Grid · 2021 · 139 citations

A Deep Reinforcement Learning Method for Pricing Electric Vehicles With Discrete Charging Levels

Dawei Qiu, Yujian Ye, Dimitrios Papadaskalopoulos et al. · IEEE Transactions on Industry Applications · 2020 · 109 citations

Engineering, Machine Learning, Including Vehicle-to-grid +18