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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models

Wei Deng, Xianlin Zhang, Mengshi Qi

PMLR v306 5:28 7 chapters CC BY 4.0 · adaptation, not endorsed by the authors Source checked · visual review incomplete

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Based on “Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models” by Wei Deng, Xianlin Zhang, Mengshi Qi · PMLR v306 · CC BY 4.0 · licence checked 2026-10-24 · Changed from the original: rewritten as a narrated walkthrough with slides, using the paper's own figures. An adaptation, not endorsed by its authors.

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