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Xiangyu Zhu

Xiangyu Zhu

Research Staff

Institute for AI Industry Research (AIR), Tsinghua University

Interests
  • Offline deep reinforcement learning
  • Complex system optimization
Education
  • M.S. in Computational Mathematics, 2019

    Tianjin University

  • B.E. in Mathematics and Applied Mathematics, 2016

    Tianjin University

Latest

  • H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps
  • Data Center Cooling System Optimization Using Offline Reinforcement Learning
  • TESLA: Thermally Safe, Load-Aware, and Energy-Efficient Cooling Control System for Data Centers
  • When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning
  • Model-Based Offline Planning with Trajectory Pruning
  • Constraints Penalized Q-Learning for Safe Offline Reinforcement Learning
  • DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning

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