53 citations · 58 across the 13 of their papers we have counts for
Showing eess.SYShow all
2 papers · 1 filter
eess.SY2024
A Safe and Data-efficient Model-based Reinforcement Learning System for HVAC Control
Xianzhong Ding, Zhiyu An, Arya Rathee +1
Model-Based Reinforcement Learning (MBRL) has been widely studied for Heating, Ventilation, and Air Conditioning (HVAC) control in buildings. One of the critical challenges is the…
eess.SY2024★ 2 cited
Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control
Zhiyu An, Xianzhong Ding, Wan Du
Recent research has shown the potential of Model-based Reinforcement Learning (MBRL) to enhance energy efficiency of Heating, Ventilation, and Air Conditioning (HVAC) systems. Howe…