Data-Centric Recursive Self-Improvement for Navigation via Policy-Synchronized Language-Action Dual Bootstrapping Paper • 2610.15782 • Published 9 days ago • 35
NavGPT-3: Harnessing Context in a Hierarchical Navigation Runtime Paper • 2610.10787 • Published 13 days ago • 7
TerraVis: Towards Evaluation of World-Grounded Visual Consistency in Text-to-Image Generation via MLLM Workflows Paper • 2610.02959 • Published 18 days ago • 5
Ask When It Pays: Cost-Aware Open-Ended Interaction for Instance Goal Navigation Paper • 2606.03175 • Published Jun 3
VLN-MME: Diagnosing MLLMs as Language-guided Visual Navigation agents Paper • 2512.24851 • Published Jan 6
NavGPT-3: Harnessing Context in a Hierarchical Navigation Runtime Paper • 2610.10787 • Published 13 days ago • 7
Scaffolding Foundation Models into Physical-World Agents Pushes the Frontier of Long-Horizon Navigation Paper • 2608.30396 • Published Aug 31 • 12
Embodied Agents Take Control: Minimal-Interface Zero-Shot Agents Rival Industrial-Scale Policies in Vision-and-Language Navigation Paper • 2607.26148 • Published Jul 28 • 2
Qwen-RobotNav Technical Report: A Scalable Navigation Model Designed for an Agentic Navigation System Paper • 2606.18112 • Published Jun 18 • 31
Qwen-RobotManip Technical Report: Alignment Unlocks Scale for Robotic Manipulation Foundation Models Paper • 2606.17846 • Published Jun 17 • 36
Qwen-RobotWorld Technical Report: Unifying Embodied World Modeling through Language-Conditioned Video Generation Paper • 2606.17030 • Published Jun 15 • 49
Learning Goal-Oriented Language-Guided Navigation with Self-Improving Demonstrations at Scale Paper • 2509.24910 • Published Sep 29, 2025 • 5
VLNVerse: A Benchmark for Vision-Language Navigation with Versatile, Embodied, Realistic Simulation and Evaluation Paper • 2512.19021 • Published Dec 22, 2025 • 1