Zhao, X. (2026) “CoT-VLNBench: A Benchmark for Visual Chain-of-Thought Reasoning in Vision-Language-Navigation Robots”, Proceedings of the AAAI Conference on Artificial Intelligence, 40(43), pp. 36573–36581. doi: 10.1609/aaai.v40i43.40980.