Traffic Signal Control on Scenario M1 Mixed
12.1Average Delay (mean)PI-Light
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PI-Lightevaluation_protocol=zero-shot transfer2026.04 | 12.1 | 1 | 62.4 | 9.5 | 7.3 | 0.6 | |
| SignalClawevaluation_protocol=zero-shot transfer, logic=GPT-5.4-evolved event-specific skills2026.04 | 13.2 | 0.7 | 18.5 | 3.2 | 8 | 0.5 | |
| DQNevaluation_protocol=zero-shot transfer2026.04 | 13.5 | 2.6 | 82.7 | 35.4 | 8.3 | 1.8 | |
| MaxPressureevaluation_protocol=zero-shot transfer2026.04 | 16.8 | 1.4 | 55.3 | 8.1 | 10.7 | 0.9 | |
| FixedTimeevaluation_protocol=zero-shot transfer2026.04 | 54.1 | 2.2 | 352.5 | 45.8 | 37.2 | 1.6 |