Review possible WAM paper: FlowPilot: Real-Time World-Action Modeling for Agile UAV Navigation

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Paper

• Title: FlowPilot: Real-Time World-Action Modeling for Agile UAV Navigation
• Short name: FlowPilot
• arXiv ID: 2608.00635v1
• Paper: https://arxiv.org/pdf/2608.00635
• Authors: Runqing Wang, Ding Yu, Pengyuan Min, Xinhong Zhang, Wei Xiao, Yu Hu, Jie Chen, Fu Zhang, Gang Wang
• Published: 2026-08-01
• arXiv categories: cs.RO
• Matched keywords: world-action model

README Entry

- **FlowPilot**: "FlowPilot: Real-Time World-Action Modeling for Agile UAV Navigation", arXiv 2026. ![](https://img.shields.io/badge/Needs--Taxonomy--Review-64748b)
  [[📄 Paper](https://arxiv.org/pdf/2608.00635)]

Robot Decision

• Decision: pending
• Confidence: unknown
• Taxonomy: None
• Taxonomy confidence: None
• README heading: ## World Action Model
• Badges: https://img.shields.io/badge/Needs--Taxonomy--Review-64748b

Reason

LLM WAM detection failed: Remote end closed connection without response

Evidence

• world-action model

Needs taxonomy review: fallback README heading/badge was used because taxonomy.toml has no README mapping for this classification.

Human Review Checklist

• This paper belongs in the WAM survey
• README section is correct
• Badges are correct
• Short name is correct
• Paper link is correct
• Merge this PR if accepted