Selected Publications

(* denotes equal contribution)

Working Paper

• Robust Satisficing MDPs.
  NIPS2022 reject, score: 7644; preparing for ICML 2023
  

• Vertical Federated Model Based Reinforcement Learning.
  preparing for IJCAI 2023
  

Conferences

• Transfer Learning for Photovoltaic Power Forecasting with Long Short-Term Memory Neural Network.
  Siyu Zhou, Lin Zhou, Mingxuan Mao.
  The 7th IEEE International Conference on Big Data and Smart Computing, Feb 2020
  

Journals

• A shadow fault diagnosis method based on the quantitative analysis of photovoltaic output prediction error.
  Siyu Zhou, Mingxuan Mao, Lin Zhou, Yihan Wan, and Xinze Xi.
  IEEE Journal of Photovoltaics, Jun 2020
  

• An Optimized Heterogeneous Structure LSTM Network for Electricity Price Forecasting.
  Siyu Zhou, Lin Zhou, Mingxuan Mao, Heng-Ming Tai and Yihan Wan.
  IEEE Access, Aug 2019