The Essence of Balance for Self-Improving Agents in Vision-and-Language Navigation
arXiv:2604.19064v1 Announce Type: new
Abstract: In vision-and-language navigation (VLN), self-improvement from policy-induced experience, using only standard VLN action supervision, critically depends on balancing behavioral diversity and learning sta…