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  1. Home
  2. Signal Canvas
  3. MA-CoNav: A Master-Slave Multi-Agent Framework with Hierarch
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MA-CoNav: A Master-Slave Multi-Agent Framework with Hierarchical Collaboration and Dual-Level Reflection for Long-Horizon Embodied VLN

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Viability
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Evidence Receipt

Freshness: 2026-04-02T02:30:40.136932+00:00

Claims: 0

References: 28

Proof: pending

Distribution: unknown

Source paper: MA-CoNav: A Master-Slave Multi-Agent Framework with Hierarchical Collaboration and Dual-Level Reflection for Long-Horizon Embodied VLN

PDF: https://arxiv.org/pdf/2603.03024v1

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Distribution channel: unknown

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Dimensions overall score 5.0

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Prior Work
AgentVLN: Towards Agentic Vision-and-Language Navigation
Score 5.0stable
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Stop Wandering: Efficient Vision-Language Navigation via Metacognitive Reasoning
Score 7.0up
Higher Viability
DecoVLN: Decoupling Observation, Reasoning, and Correction for Vision-and-Language Navigation
Score 7.0up
Higher Viability
HaltNav: Reactive Visual Halting over Lightweight Topological Priors for Robust Vision-Language Navigation
Score 7.0up
Higher Viability
OmniVLN: Omnidirectional 3D Perception and Token-Efficient LLM Reasoning for Visual-Language Navigation across Air and Ground Platforms
Score 8.0up
Higher Viability
SysNav: Multi-Level Systematic Cooperation Enables Real-World, Cross-Embodiment Object Navigation
Score 8.0up
Higher Viability
ABot-N0: Technical Report on the VLA Foundation Model for Versatile Embodied Navigation
Score 6.0up
Higher Viability
RAGNav: A Retrieval-Augmented Topological Reasoning Framework for Multi-Goal Visual-Language Navigation
Score 6.0up

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