Research Article

Sim-to-Real Reinforcement Learning for Autonomous Driving Using Pseudosegmentation Labeling and Dynamic Calibration

Table 1

Hardware specification used in experiments.

GPUGTX 2080 Ti

Camera field of view (v)66.9
Camera field of view (h)82.4
Total road length1.8 km
Camera height1.4 m
Average road width8 m
Vehicle width2.5 m
Image resolution224 × 224
Action frequency10 Hz
Camera tilt degree10 degrees
GNSS/INS error<0.40 m
GNSS/INS frequency>20 Hz
Weight of the vehicle6,480 kg