Yanchang Liang

Mobility-Aware Charging Scheduling for Shared On-Demand Electric Vehicle Fleet Using Deep Reinforcement Learning

Yanchang Liang, Zhaohao Ding, Tao Ding et al. · IEEE Transactions on Smart Grid · 2020 · 148 citations

Mathematical Programming, Engineering, Machine Learning +11

Agent-Based Modeling in Electricity Market Using Deep Deterministic Policy Gradient Algorithm

Yanchang Liang, Chunlin Guo, Zhaohao Ding et al. · IEEE Transactions on Power Systems · 2020 · 144 citations

Power Market, Engineering, Deep Reinforcement Learning +14

Real-Time Operation Management for Battery Swapping-Charging System via Multi-Agent Deep Reinforcement Learning

Yanchang Liang, Zhaohao Ding, Tianyang Zhao et al. · IEEE Transactions on Smart Grid · 2022 · 78 citations

Artificial Intelligence, Mathematical Programming, Engineering +22

Deep Reinforcement Learning-Based Charging Pricing for Autonomous Mobility-on-Demand System

Ying Lü, Yanchang Liang, Zhaohao Ding et al. · IEEE Transactions on Smart Grid · 2021 · 75 citations

Congestion Management, Intelligent Traffic Management, Pricing +15

Virtual power plant containing electric vehicles scheduling strategies based on deep reinforcement learning

Jianing Wang, Chunlin Guo, Changshu Yu et al. · Electric Power Systems Research · 2021 · 74 citations

Engineering, Reinforcement Learning (Computer Engineering), Deep Reinforcement Learning +8