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Instance-Enriched Semantic Maps achieve over 23% improvement in navigation success by integrating detailed object information and advanced query processing in VLN tasks.
Achieve 100Hz real-time control of complex robotic systems with hard constraints by decoupling planning and execution using a VAE-learned latent space and QP-based correction.