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ドローン制御arXiv:2508.02962

ロボットがロボットの脳を構築:AIが生成したドローン指揮統制ステーションを空にホスト

Robot builds a robot's brain: AI generated drone command and control station hosted in the sky

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AIモデルがドローンのリアルタイム指揮統制システムのコードを完全自動生成し、実機とシミュレーションで実証した。人間がコードを書かずに機能的な制御スタックを桁違いに速く開発できることを示した。

著者: Peter Burke

分類: cs.RO

原文アブストラクト

Advances in artificial intelligence (AI) including large language models (LLMs) and hybrid reasoning models present an opportunity to reimagine how autonomous robots such as drones are designed, developed, and validated. Here, we demonstrate a fully AI-generated drone control system: with minimal human input, an artificial intelligence (AI) model authored all the code for a real-time, self-hosted drone command and control platform, which was deployed and demonstrated on a real drone in flight as well as a simulated virtual drone in the cloud. The system enables real-time mapping, flight telemetry, autonomous mission planning and execution, and safety protocolsall orchestrated through a web interface hosted directly on the drone itself. Not a single line of code was written by a human. We quantitatively benchmark system performance, code complexity, and development speed against prior, human-coded architectures, finding that AI-generated code can deliver functionally complete command-and-control stacks at orders-of-magnitude faster development cycles, though with identifiable current limitations related to specific model context window and reasoning depth. Our analysis uncovers the practical boundaries of AI-driven robot control code generation at current model scales, as well as emergent strengths and failure modes in AI-generated robotics code. This work sets a precedent for the autonomous creation of robot control systems and, more broadly, suggests a new paradigm for robotics engineeringone in which future robots may be largely co-designed, developed, and verified by artificial intelligence. In this initial work, a robot built a robot's brain.

関連論文

PR本紙発行元 EmplifAI