
Training Generalist Navigation Policies via Action Self-Distillation
Action Self-Distillation turns future trajectory feedback into an inferred language goal, then trains one open-source vision-language model to predict reasoning and ego-frame paths from onboard observations without human language or reasoning labels.
Bowen Feng, Keqin Wang, Yulong Yang · 15 views · Oct 13, 2026
NavigationVLA
Oct 13, 2026