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 · 279 citations

Computing, Decision Sciences, Electrical Engineering +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 · 234 citations

Computing, Autonomous Systems, Energy Management +16

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 · 152 citations

Management, Decision Sciences, Cluster Computing +14

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 · 144 citations

Management, Resource Economics, Energy Economics +16

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 · 117 citations

Engineering, Decision Sciences, Energy Economics +16