# AMR

Published articles for AMR.

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## Building smarter AMRs with the Arduino® VENTUNO™ Q board

DevFeed: [Building smarter AMRs with the Arduino® VENTUNO™ Q board](<https://devfeed.tech/articles/building-smarter-amrs-with-the-arduino-ventunotm-q-board-13655.md>)

Original publisher: [Read original article](<https://blog.arduino.cc/2026/09/11/building-smarter-amrs-with-the-arduino-ventuno-q-board/>)

Author: Arduino Team

Published: 2026-09-11T11:10:16Z

Content type: article

Language: en

Sources: [Arduino Blog](<https://devfeed.tech/sources/arduino-blog.md>)

Topics: [Arduino](<https://devfeed.tech/topics/arduino.md>), [Physical AI](<https://devfeed.tech/topics/physical-ai.md>), [Microcontroller](<https://devfeed.tech/topics/microcontroller.md>), [Linux](<https://devfeed.tech/topics/linux.md>), [Computer vision](<https://devfeed.tech/topics/computer-vision.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [systems](<https://devfeed.tech/topics/systems.md>)

Tags: [amr](<https://devfeed.tech/tags/amr.md>), [arduino](<https://devfeed.tech/tags/arduino.md>), [autonomous-mobile-robots](<https://devfeed.tech/tags/autonomous-mobile-robots.md>), [computer-vision](<https://devfeed.tech/tags/computer-vision.md>), [featured](<https://devfeed.tech/tags/featured.md>), [linux](<https://devfeed.tech/tags/linux.md>), [mcu](<https://devfeed.tech/tags/mcu.md>), [physical-ai](<https://devfeed.tech/tags/physical-ai.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [robotics](<https://devfeed.tech/tags/robotics.md>), [robots](<https://devfeed.tech/tags/robots.md>), [ros](<https://devfeed.tech/tags/ros.md>), [sensor](<https://devfeed.tech/tags/sensor.md>), [sensors](<https://devfeed.tech/tags/sensors.md>), [ventuno-q](<https://devfeed.tech/tags/ventuno-q.md>)

### AI overview

The article explains how Arduino's VENTUNO Q board could support autonomous mobile robots by combining a Linux-capable MPU with a real-time MCU. The MPU can run Linux, ROS 2, navigation, computer vision, and AI workloads, while the MCU handles motor control, encoder feedback, inertial measurements, local sensing, and motor-driver communication.

### Source excerpt

Physical AI is based on the idea that intelligence shouldn't stop at perception: instead, it should bring to life systems able to sense their environment, reason about it, and act on it - all in one continuous loop. It's what makes the difference between a device that observes and one that acts. Autonomous mobile robots [...] The post Building smarter AMRs with the Arduino® VENTUNO™ Q board appeared first on Arduino Blog.