Traffic Status Prediction of Arterial Roads Based on the Deep Recurrent Q-Learning

Table 13

Comparison table of accuracy of all prediction methods.

	LSTM and Q-Learning	LSTM	KNN	SVM	Exponential smoothing	BP neural network
Prediction accuracy	94.178%	88.947%	83.570%	72.920%	82.898%	83.841%
MSE	0.0226	0.0595	0.0540	0.0722	0.1710	0.0717