Badi Li

Distilling LLM Prior to Flow Model for Generalizable Agent’s Imagination in Object Goal Navigation

The Object Goal Navigation (ObjectNav) task challenges agents to locate a specified object in an unseen environment by imagining unobserved regions of the scene. Prior approaches rely on deterministic and discriminative models to complete semantic maps, overlooking the inherent uncertainty in indoor…