Rule-based Policy Regularization for Reinforcement Learning-based Building Control
Oral presentation, The 14th ACM International Conference on Future Energy Systems (ACM e-Energy 2023), Orlando, Florida, USA
Talks and presentations
B2RL: An open-source Dataset for Building Batch Reinforcement Learning
Oral presentation, Third ACM SIGEnergy Workshop on Reinforcement Learning for Energy Management in Buildings & Cities (RLEM) (in conjunction with ACM BuildSys’22), Boston, Massachusetts, USA
Safe HVAC Control via Batch Reinforcement Learning
Oral Presentation, International Conference on Cyber-Physical Systems (ICCPS 2022), Milan, Italy (Remote Event)
Offline Reinforcement Learning with Munchausen Regularization
Poster Session, Offline Reinforcement Learning Workshop at Neural Information Processing Systems, 2021 (NeurIPS 2021), Virtual Only (Remote Event)
SVM Learning for GFIS Trimer Health Monitoring in Helium-Neon Ion Beam Microscopy
Oral Presentation, Advanced Process Control Conference (APC) 2019, San Antonio, TX, USA