Author

Doseok Jang

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Jul 2026

Building2Building: A Large Scale Benchmark for Generalizable Real-World Reinforcement Learning

Building2Building (B2B), a large-scale suite of realistic HVAC control environments built on EnergyPlus, a state-of-the-art building simulator, is introduced, defining benchmark tasks targeting key open challenges in RL, including goal adaptation, dynamics adaptation, action-space shifts, and cross-domain transfer.

Vincent Taboga, Justine Veilleux, Doseok Jang et al. · arXiv.org · 0 citations