AI-DEEDS 2026 CTF Challenge

Smart Buildings Challenge

Design HVAC control agents for energy-efficient buildings

This challenge has concluded.

About the Challenge

Buildings account for approximately 40% of US carbon emissions. In this challenge, you will design HVAC control agents using Google's open-source building simulator to minimize carbon emissions and operating costs while maintaining comfortable building conditions.

Your solution could have massive real-world environmental impact. The challenge has now concluded — see the full results.

Getting Started

The challenge uses Google's open-source building simulator. Get started by cloning the repository and following the setup instructions.

Timeline

Challenge Opens
March 2026
Paper Deadline
May 8, 2026
11:59pm AoE
Winners Announced
June 22, 2026
Workshop Presentation
June 22, 2026
At ACM e-Energy

How to Submit

  1. Develop your HVAC control agent using the simulator
  2. Write a short paper (up to 4 pages) describing your approach
  3. Submit your paper to the Smart Buildings track on HotCRP
  4. Include a link to your code repository in the submission

Prizes

Top submissions were presented at the AI-DEEDS 2026 workshop at ACM e-Energy and considered for publication in the workshop proceedings.

See the final results and papers.