Beyond the Remembered World: Predictive 4D Belief for Persistent Navigation in Evolving Worlds

Mingjian Gao, Zhaocheng Li, Haoyang Huang +7

Persistent spatial memory enables embodied agents to navigate familiar environments across repeated visits. However, targets may move while unobserved, including during navigation,…