Think When It Matters: Conditional VLM Reasoning for Social Navigation with RL Policies

Ali Ahmadi, Hamed Rahimi, Adrien Jacquet Cretides, Marie Samson, Mahdi Khoramshahi, Mohamed Chetouani
(2026) arXiv:2607.10991 (preprint)