IEL @ BuildSys22
⁉️How can we use past data to generate synthetic data to improve our learning controllers 🤨?
‼️Check our our paper led by Marta Fochesato (ETH Zürich) and Fazel Khayatian (Empa) at ACM BuildSys'22 tomorrow (Nov 10).
Marta implements a TimeGAN approach in CityLearn and demonstrates the improvement of the control performance.
👉 On the use of conditional TimeGAN to enhance the robustness of a reinforcement learning agent in the building domain