activity
20192023
most citedBuilding HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation

107 citations · 137 across the 6 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 23 cited

Leveraging Deep Learning and Digital Twins to Improve Energy Performance of Buildings

Zhongjun Ni, Chi Zhang, Magnus Karlsson +1

Digital transformation in buildings accumulates massive operational data, which calls for smart solutions to utilize these data to improve energy performance. This study has propos…

cs.LG2023★ 2 cited

Model-Agnostic Reachability Analysis on Deep Neural Networks

Chi Zhang, Wenjie Ruan, Fu Wang +3

Verification plays an essential role in the formal analysis of safety-critical systems. Most current verification methods have specific requirements when working on Deep Neural Net…