Enhancing Lightweight Vision Language Models through Group Competitive Learning for Socially Compliant Navigation

Xinyu Zhang, Atsushi Konno, Toshihiko Yamasaki +1

Social robot navigation requires a sophisticated integration of scene semantics and human social norms. Scaling up Vision Language Models (VLMs) generally improves reasoning and de…