An Integrated Lateral and Longitudinal Decision-Making Model for Autonomous Driving Based on Deep Reinforcement Learning

Table 5

Optimal hyper-parameters of DQN-based model.

Hyper-parameters	Best values
Learning rate,	0.001
Batch size	64
Size of replay buffer	100000
Discount factor,	0.9
for Greedy exploration	0.01