Search Results for author: Hongye Guo

Found 3 papers, 0 papers with code

Connection-Aware P2P Trading: Simultaneous Trading and Peer Selection

no code implementations19 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.

High-dimensional Bid Learning for Energy Storage Bidding in Energy Markets

no code implementations5 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).

Reinforcement Learning (RL)

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