Traffic Signal Control on Scenario Inflow I1
10.8Average Delay (mean)SignalClaw
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SignalClawevaluation_protocol=zero-shot transfer, logic=GPT-5.4-evolved event-specific skills2026.04 | 10.8 | 0.9 | 6.5 | 0.6 | |
| PI-Lightevaluation_protocol=zero-shot transfer2026.04 | 11.5 | 0.9 | 6.9 | 0.6 | |
| DQNevaluation_protocol=zero-shot transfer2026.04 | 12.8 | 2.5 | 7.9 | 1.7 | |
| MaxPressureevaluation_protocol=zero-shot transfer2026.04 | 16.2 | 1.3 | 10.3 | 0.9 | |
| FixedTimeevaluation_protocol=zero-shot transfer2026.04 | 53.2 | 2.1 | 36.5 | 1.5 |