Very Exciting: Zero-Shot Model Predictive Control of Buildings via Excitation-Based Generalized Transfer Learning Models

arXiv:2609.12853 · eess.SY, cs.LG, cs.SY · Submitted 2026-09-11 · Read on arXiv

eess.SY, cs.LG, cs.SY

Submitted: 2026-09-11

Updated: 2026-09-15

Comments: currently under review

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Transfer Learning — 2× in this paper · explained in 10 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Action Space — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Model Predictive Control (MPC) — 1× in this paper · explained in 5 episodes

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