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Control Systems

Tutorials

• Empowering Safe Reinforcement Learning for Power System Control with CommonPower

  

  Hannah Markgraf, Michael Eichelbeck, and Matthias Althoff, ICLR 2024
• Zero-Emission Vehicle Intelligence (ZEVi): Effectively Charging Electric Vehicles at Scale Without Breaking Power Systems (or the Bank)

  

  Shasha Lin, Tamara Monge, Jonathan Brophy, Jamie Hussman, Michelle Lee, and Sam Penrose, NeurIPS 2023

Blog Posts

• Unlocking Energy Flexibility of Residential Buildings

  

  Zoltan Nagy, Kingsley Nweye, and Javad Mohammadi, July 01, 2024
• NeurIPS 2023 Workshop: Blending new and existing knowledge systems

  

  Ashwin Bhanot, April 19, 2024

Discussion Seminars and Webinars

• Machine Learning in Robotics to Scale Climate Action

  Serena Mou (Queensland University of Technology), Marius Wiggert (University of California Berkeley), November 11, 2022

Talks

• NeurIPS 2021
  • Tianzhen Hong: Machine Learning for Smart Buildings: Applications and Perspectives (Invited talk)
• ICML 2021
  • Draguna Vrabie: Differentiable Predictive Control (Invited Talk)
• Summer School 2024
  • Day 9 - AI for Buildings and Cities - July 19, 2024