Data Scaling for Navigation in Unknown Environments

Lauri Suomela, Naoki Takahata, Sasanka Kuruppu Arachchige +2

Generalization of imitation-learned navigation policies to environments unseen in training remains a major challenge. We address this by conducting the first large-scale study of h…