Augmenting Safety-Critical Driving Scenarios while Preserving Similarity to Expert Trajectories

Hamidreza Mirkhani, Behzad Khamidehi, Kasra Rezaee

Trajectory augmentation serves as a means to mitigate distributional shift in imitation learning. However, imitating trajectories that inadequately represent the original expert da…