Multi-zone HVAC Control on Multi-zone Building HVAC Simulation (winter setting)
0.79S_0.5 ScoreQL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| QL2026.06 | 0.79 | 0.75 | 0.83 | |
| PPO2026.06 | 0.66 | 0.73 | 0.59 | |
| RBC2026.06 | 0.54 | 0.44 | 0.63 | |
| MPC2026.06 | 0.53 | 0.52 | 0.53 | |
| LLM heuristictype=heuristic-based2026.06 | 0.46 | 0.37 | 0.55 | |
| Darlin2026.06 | 0.38 | 0.32 | 0.44 | |
| LLM historytype=history-based2026.06 | 0.27 | 0.23 | 0.31 | |
| ThermoLLM2026.06 | 0.12 | 0.15 | 0.1 |