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Data-driven pre-training framework for reinforcement learning of air-source heat pump (ASHP) systems based on historical data in office buildings: Field validation
Research article (Energy and Buildings, 2025) · cited 13× · AI/ML
Data-driven pre-training framework for reinforcement learning of air-source heat pump (ASHP) systems based on historical data in office buildings: Field validation
Summary
Data-driven pre-training framework for reinforcement learning of air-source heat pump (ASHP) systems based on historical data in office buildings: Field validation is a scholarly article[1].
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Data-driven pre-training framework for reinforcement learning of air-source heat pump (ASHP) systems based on historical data in office buildings: Field validation's instance of is recorded as scholarly article[2].
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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Data-driven pre-training framework for reinforcement learning of air-source heat pump (ASHP) systems based on historical data in office buildings: Field validation. Retrieved May 24, 2026, from https://4ort.xyz/entity/data-driven-pre-training-framework-for-reinforcement-learning-of-air-source-heat-pump-ashp-systems-based-on-historical-d
MLA“Data-driven pre-training framework for reinforcement learning of air-source heat pump (ASHP) systems based on historical data in office buildings: Field validation.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/data-driven-pre-training-framework-for-reinforcement-learning-of-air-source-heat-pump-ashp-systems-based-on-historical-d.
BibTeX@misc{4ortxyz_data-driven-pre-training-framework-for-reinforcement-learning-of-air-source-heat-pump-ashp-systems-based-on-historical-d_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Data-driven pre-training framework for reinforcement learning of air-source heat pump (ASHP) systems based on historical data in office buildings: Field validation}}, year = {2026}, url = {https://4ort.xyz/entity/data-driven-pre-training-framework-for-reinforcement-learning-of-air-source-heat-pump-ashp-systems-based-on-historical-d}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Data-driven pre-training framework for reinforcement learning of air-source heat pump (ASHP) systems based on historical data in office buildings: Field validation — https://4ort.xyz/entity/data-driven-pre-training-framework-for-reinforcement-learning-of-air-source-heat-pump-ashp-systems-based-on-historical-d (retrieved 2026-05-24)
