most citedSeeing Across Views: Benchmarking Spatial Reasoning of Vision-Language Models in Robotic Scenes

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cs.IR2026

SciLENS: RL-Driven Autonomous Agents for Scientific Localized Evidence Navigation and Synthesis

Leqi Zheng, Jinbo Su, Yuying Li +10

Scientific literature synthesis agents increasingly rely on proprietary online services, limiting reproducibility, privacy, and offline deployment. To address this challenge, we in…