Talks and presentations

Z-Wave Alliance Summit — Unplug Fest 2025 (Panelist)

November 12, 2025

Panelist, Z-Wave Alliance Summit — Unplug Fest 2025, Z-Wave Alliance (Unplug Fest)

I was glad to be invited as one of the panelists to discuss how AI/ML integrates with building control, presenting reinforcement learning research conducted at UC San Diego and practical implications for HVAC and building systems.

Rule-based Policy Regularization for Reinforcement Learning-based Building Control

June 20, 2023

Oral presentation, The 14th ACM International Conference on Future Energy Systems (ACM e-Energy 2023), Orlando, Florida, USA

B2RL: An open-source Dataset for Building Batch Reinforcement Learning

November 08, 2022

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

May 04, 2022

Oral Presentation, International Conference on Cyber-Physical Systems (ICCPS 2022), Milan, Italy (Remote Event)

Offline Reinforcement Learning with Munchausen Regularization

December 14, 2021

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

October 22, 2019

Oral Presentation, Advanced Process Control Conference (APC) 2019, San Antonio, TX, USA