SOPD-SocialNav: Selective On-Policy Distillation for Vision-Language Social Navigation

Xinyu Zhang, Zishuo Wang, Ling Xiao

Vision-language models have shown strong potential for social robot navigation by leveraging rich semantic understanding of complex environments and human behaviors. However, large…