All Stories

  1. Flamingo: Environmental Impact Factor Matching for Life Cycle Assessment with Zero-shot Machine Learning

    Article • ACM Journal on Computing and Sustainable Societies, December 2023, ACM (Association for Computing Machinery)

    Venkata Sai Gargeya Vunnava, Bharathan Balaji

  2. Quantifying the Decarbonization Potential of Flexible Load

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

    Bharathan Balaji, Mohammad Hajiesmaili

  3. Economizer Optimization with Reinforcement Learning: An Industry Perspective

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

    Bharathan Balaji, Wei Yih Yap

  4. 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

  5. Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras

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

    Bharathan Balaji

  6. CaML: Carbon Footprinting of Household Products with Zero-Shot Semantic Text Similarity

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

    Bharathan Balaji, Venkata Sai Gargeya Vunnava

  7. 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

  8. Marble

    Article • November 2021, ACM (Association for Computing Machinery)

    Bharathan Balaji

  9. Marble

    Article • November 2021, ACM (Association for Computing Machinery)

    Rajesh Gupta, Bharathan Balaji

  10. Ember

    Article • November 2020, ACM (Association for Computing Machinery)

    Bharathan Balaji

  11. Ember - energy management of batteryless event detection sensors with deep reinforcement learning

    Article • November 2020, ACM (Association for Computing Machinery)

    Bharathan Balaji

  12. Management of energy harvesting sensors using Artificial Intelligence

    Article • ACM Transactions on Sensor Networks, October 2020, ACM (Association for Computing Machinery)

    Bharathan Balaji, Francesco Fraternali

  13. Reinforcement Learning for the Adaptive Scheduling of Educational Activities

    Article • April 2020, ACM (Association for Computing Machinery)

    Jay Painter, Bharathan Balaji