Our awesome PhD student Hagen Fritz presented his research on ventilation rates at Healthy-Building 2021. Title: Estimated Ventilation Rates and their Effect on Sleep Quality in Healthy, Young Adults Co-Authors: K. Kinney, D. Schnyer and Z. Nagy
Publication
New Paper with Empa: Using GANs for RL robustness
We have a new paper out on using generative adversarial networks to study the robustness of RL agents against uncertainties. We show how we can leverage past data to create a new dataset that helps us judge this. https://www.sciencedirect.com/science/article/pii/S0378778821006186?via%3Dihub F. Khayatian, Z. Nagy and A. Bollinger, Using generative adversarial networks to… read more
IEL @ ACM BuildSys’20
We were well represented at ACM BuildSys this year (http://buildsys.acm.org/2020/). See the presentations on YouTube: Jose kicked us off with a full paper presentation MARLISA: Multi-Agent Reinforcement Learning with Iterative Sequential Action Selection for Load Shaping of Grid-Interactive Connected Buildings Video: https://youtu.be/897ms6DrZjo and a poster The CityLearn Challenge 2020 Video: https://youtu.be/lOmwGPAQpiE… read more