Can reinforcement learning move beyond hype in building control?

Muhammad Saad Ul Haq
, Wenjie Ji^*
, Yang Geng
, Borong Lin

^*Corresponding author for this work

Beijing Institute of Technology
Tsinghua University

Research output: Contribution to journal › Letter › peer-review

Original language	English
Article number	100150
Journal	Innovation Energy
Volume	3
Issue number	2
DOIs	https://doi.org/10.59717/j.xinn-energy.2026.100150
Publication status	Published - Apr 2026
Externally published	Yes

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10.59717/j.xinn-energy.2026.100150

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Cite this

@article{8465e9e542454f82b7ac2e8167421d36,

title = "Can reinforcement learning move beyond hype in building control?",

author = "Haq, \{Muhammad Saad Ul\} and Wenjie Ji and Yang Geng and Borong Lin",

year = "2026",

month = apr,

doi = "10.59717/j.xinn-energy.2026.100150",

language = "English",

volume = "3",

journal = "Innovation Energy",

issn = "3006-418X",

publisher = "Innovation Press",

number = "2",

}

TY - JOUR

T1 - Can reinforcement learning move beyond hype in building control?

AU - Haq, Muhammad Saad Ul

AU - Ji, Wenjie

AU - Geng, Yang

AU - Lin, Borong

PY - 2026/4

Y1 - 2026/4

UR - https://www.scopus.com/pages/publications/105038127412

U2 - 10.59717/j.xinn-energy.2026.100150

DO - 10.59717/j.xinn-energy.2026.100150

M3 - Letter

AN - SCOPUS:105038127412

SN - 3006-418X

VL - 3

JO - Innovation Energy

JF - Innovation Energy

IS - 2

M1 - 100150

ER -