METHOD AND DEVICE WITH DRIVING PATH OPTIMIZATION AND TRAINING FOR SAME

A driving path optimization training method of a vehicle includes: receiving a first data set including a driving path and an associated driving environment information; generating a second data set from the first data by performing data augmentation on the first data; training a driving path planner based on the second data set; and training a driving controller based on a training result of the training of the driving path planner.