Wang, N.; Chen, W.; Chen, L.; Ji, H.; Guo, Z.; Zhang, X.; Sun, H. Expand Your SCOPE: Semantic Cognition over Potential-Based Exploration for Embodied Visual Navigation. AAAI 2026, 40, 18620-18628.