Ling Pan

A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems

Ling Pan, Qingpeng Cai, Zhixuan Fang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 128 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Network Topology Optimization via Deep Reinforcement Learning

Zhuoran Li, Xing Wang, Ling Pan et al. · IEEE Transactions on Communications · 2023 · 46 citations

Network Topology, Graph Neural Network, Network Science +15

Softmax Deep Double Deterministic Policy Gradients

Ling Pan, Qingpeng Cai, Longbo Huang · arXiv (Cornell University) · 2020 · 45 citations · Full text

Artificial Intelligence, Softmax Operator, Engineering +14

Reinforcement Learning with Dynamic Boltzmann Softmax Updates

Ling Pan, Qingpeng Cai, Qi Meng et al. · 2020 · 27 citations · Full text

Artificial Intelligence, Softmax Operator, Engineering +10

A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems

Ling Pan, Qingpeng Cai, Zhixuan Fang et al. · arXiv (Cornell University) · 2018 · 23 citations · Full text