Traffic Signal Control on 4x4 Grid (100 episodes)
88.6ETT (s)DT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DTMethod Type=Offline (same dataset)2026.03 | 88.6 | 11.3 | 1,897 | 1.2 | |
| MADTMethod Type=Offline (same dataset)2026.03 | 92.4 | 11.8 | 1,881 | 1.4 | |
| PPOMethod Type=Online RL2026.03 | 95.2 | 13.8 | 1,923 | 1.6 | |
| GreedyMethod Type=Rule-based2026.03 | 98.7 | 18.6 | 1,654 | 1.8 | |
| IQLMethod Type=Offline (same dataset)2026.03 | 99.4 | 12.8 | 1,871 | 2 | |
| CQLMethod Type=Offline (same dataset)2026.03 | 102.1 | 13.1 | 1,856 | 2.1 | |
| DQNMethod Type=Online RL2026.03 | 108.4 | 14.2 | 1,789 | 2.4 | |
| MaxPressureMethod Type=Rule-based2026.03 | 118.7 | 11.9 | 1,912 | 3.1 | |
| FT-EVPMethod Type=Rule-based2026.03 | 142.3 | 12.4 | 1,842 | 4.2 |