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Shengren Hou

  1. Optimal Energy System Scheduling Using A Constraint-Aware Reinforcement Learning Algorithm
    2023/05/09 by Shengren Hou, Shengren, Hou, Pedro P. Vergara +5 · 2 citations
    Engineering · #Electric Power System Optimization #FOS: Electrical engineering #Integrated Energy Systems Optimization #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
  2. Performance Comparison of Deep RL Algorithms for Energy Systems Optimal Scheduling
    2022/08/01 by Shengren Hou, Edgar Mauricio Salazar, Shengren, Hou +5 · 1 citation
    Engineering · #Electric Power System Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Microgrid Control and Optimization #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
  3. Performance Comparison of Deep RL Algorithms for Mixed Traffic Cooperative Lane-Changing
    2024/06/25 by Xue Yao, Yao, Xue, Shengren Hou +5 · 1 citation
    Engineering · #Traffic control and management #Traffic Prediction and Management Techniques #Autonomous Vehicle Technology and Safety