Hierarchical Neural Radiance Representation for Efficient Lookahead Exploration in Continuous Vision-Language Navigation
The proposed hierarchical neural radiance (HNR) representation model produces multi-level semantic features for future environments, enabling efficient lookahead exploration and improved navigation planning in continuous vision-language navigation tasks.