Table 6. Evaluation and validation results of scenario 2–2 in coordinated intersections.
Model | Average stops delay per cycle | Average delay per cycle | Average speed per cycle | Average number of stops per cycle |
---|---|---|---|---|
DQN | 34.50 | 41.22 | 18.15 | 0.78 |
(0.78) | (0.90) | (0.35) | (0.03) | |
Optimal traffic signal timing | 36.64 | 43.54 | 17.24 | 0.88 |
(1.30) | (1.55) | (0.56) | (0.06) | |
Comparison | −2.14 | −2.32 | +0.91 | −0.1 |
Z-value | −2.023 | |||
p-value | 0.043 |
(): Standard deviation