AINeutralarXiv – CS AI · 18h ago6/10
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HA-VLN 2.0: An Open Benchmark and Leaderboard for Human-Aware Navigation in Discrete and Continuous Environments with Dynamic Multi-Human Interactions
Researchers introduce HA-VLN 2.0, a benchmark for vision-and-language navigation that explicitly incorporates human-aware constraints in both discrete and continuous environments. The study reveals significant performance degradation in leading navigation agents when confronted with dynamic multi-human interactions, emphasizing the critical need for social-awareness modeling in autonomous navigation systems.