Jae-Won Jung

LiCS: Navigation Using Learned-Imitation on Cluttered Space

This work proposes a robust and fast navigation system in a narrow indoor environment for UGV (Unmanned Ground Vehicle) using 2D LiDAR. We used behavior cloning with Transformer neural network to learn the optimization-based baseline algorithm. We inject Gaussian noise during expert demonstration to