Monsieur LIANG GUO / Docteur

Production scientifique

• Function Approximation Reinforcement Learning of Energy Management with the Fuzzy REINFORCE for Fuel Cell Hybrid Electric Vehicles
  Energy and AI, 2023
  Liang GUO, Zhongliang LI, Rachid OUTBIB, Fei GAO
  https://www.sciencedirect.com/science/article/pii/S2666546823000186?via%3Dihub
  
• A Lifetime Extended Energy Management Strategy for Fuel Cell Hybrid Electric Vehicles via Self-Learning Fuzzy Reinforcement Learning
  2022 10th International Conference on Systems and Control (ICSC), 2022
  Liang GUO, Zhongliang LI, Rachid OUTBIB
  https://ieeexplore.ieee.org/document/9993916/
  
• Fuzzy REINFORCE: A Fuzzy Policy Gradient Reinforcement Learning based Energy Management Strategy for Fuel Cell Hybrid Electric Vehicles
  The 3rd International Conference on Energy and AI (ICEAI2022), 2022
  Liang GUO; Zhonglaing LI; Rachid OUTBIB
  http://www.energy-ai.org/
  
• Fuzzy Rule Value Reinforcement Learning based Energy Management Strategy for Fuel Cell Hybrid Electric Vehicles
  IECON 2022–48th Annual Conference of the IEEE Industrial Electronics Society, 2022
  Liang GUO; Zhongliang LI; Rachid OUTBIB
  https://iecon2022.org/
  
• Reinforcement Learning based Energy Management for Fuel Cell Hybrid Electric Vehicles
  IECON 2021–47th Annual Conference of the IEEE Industrial Electronics Society, 2021
  Liang GUO; Zhongliang LI; Rachid OUBIB
  DOI: 10.1109/IECON48115.2021.9589725