All Stories

  1. Adaptive Policy Regularization for Offline-to-Online Reinforcement Learning in HVAC Control

    Article • October 2024, ACM (Association for Computing Machinery)

    Ph.D. candidate Hsin-Yu Liu, Bharathan Balaji

  2. Rule-based Policy Regularization for Reinforcement Learning-based Building Control

    Article • June 2023, ACM (Association for Computing Machinery)

    Ph.D. candidate Hsin-Yu Liu, Bharathan Balaji

  3. Open-sourced building HVAC control dataset for batch reinforcement learning.

    Article • November 2022, ACM (Association for Computing Machinery)

    Bharathan Balaji, Ph.D. candidate Hsin-Yu Liu

  4. Safe HVAC Control via Batch Reinforcement Learning

    Article • May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. candidate Hsin-Yu Liu