no code implementations • 19 Feb 2024 • Cheng Feng, Kedi Zheng, Lanqing Shan, Hani Alers, Lampros Stergioulas, Hongye Guo, Qixin Chen
Numerical studies are carried out to validate the effectiveness of the connection-aware algorithm and the performance of smart selection strategies in reducing the overall convergence time.
no code implementations • 5 Nov 2023 • Jinyu Liu, Hongye Guo, Qinghu Tang, En Lu, Qiuna Cai, Qixin Chen
To address this challenge, we modify the common reinforcement learning(RL) process by proposing a new bid representation method called Neural Network Embedded Bids (NNEBs).
no code implementations • 5 Nov 2021 • Yuxuan Gu, Jianxiao Wang, Yuanbo Chen, Zhongwei Deng, Hongye Guo, Kedi Zheng, Qixin Chen
The penetrations of lithium-ion batteries in transport, energy and communication systems are increasing rapidly.