VP-EVT: Active Visibility Preservation for Embodied Visual Tracking
VP-EVT addresses persistent target occlusion in embodied visual tracking by treating target visibility as an explicit motion control objective. The framework uses language-guided perception to track targets and pedestrians separately, maintains temporal beliefs when data is lost, and employs a recurrent controller to adjust robot viewpoint. This proactive approach significantly improves tracking success and reduces the duration of target loss.