{"schemaVersion":1,"target":{"type":"reading","id":"970629627cddf64a09e1d7697c02bcb18bc025267a3f11be1537cc3ce18a231c","revision":"dc992ac3-e468-4946-8304-e46e540f712b","revisionKind":"publication-id","title":"arXiv cs.AI: Traffic-VL: Reinforced Vision-Language Models for Generalizable End-to-End Traffic Signal Control","url":"https://escapemeridian.com/readings/arxiv-cs-ai-traffic-vl-reinforced-vision-language-models-for-97062962"},"source":{"type":"source","id":"https://arxiv.org/abs/2611.06353","revision":"e4ae9e844f7ebb404435b3025d6cc1f43069c3fb735a30c696eea3b91877cfcf","revisionKind":"sha256-source-text","title":"Traffic-VL: Reinforced Vision-Language Models for Generalizable End-to-End Traffic Signal Control","url":"https://arxiv.org/abs/2611.06353"},"status":"available","items":[],"next":null,"scope":"Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter."}