Weekly Robotics #363

ICRA 2026 was lots of fun! Having attended ICRA in 2023 and staying on top of what is happening in robotics, I thought I knew what I would see - lots of humanoids and VLA demos. Boy, was I wrong. It feels like 30% of the exhibition floor was about robot hands and tactile sensing. There were quite a few humanoid robots and VLA demos. Another change from three years ago I noticed: close to 40% of exhibitors were Chinese companies. The change and speed of development there is wild. Also, there was a robot Panda, which I really liked!

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NIST proposes a baseline performance benchmark for humanoid robots

NIST proposes a baseline performance benchmark for humanoid robots cover

The National Institute of Standards and Technology (NIST) is coming up with a benchmark ‘apparatus’ for a humanoid robot. The test aims to cover mobility, manipulation, and cognition. One thing that makes me wonder - can this approach work in the world of VLAs? Surely, one could train exclusively for an open benchmark while neglecting real-world scenarios? I’m looking forward to seeing how this is implemented and if the industry will follow.


Why Robotics is a Pre-Paradigm Field

Why Robotics is a Pre-Paradigm Field cover

I thouroughly enjoyed this essay on the current state of robotics. It starts with a definition of a paradigm shift, and only gets better from there:

Thomas Kuhn wrote The Structure of Scientific Revolutions in 1962, introducing the notion of a paradigm shift in science: when a field of science converges around an organizing principle that changes everything. The discovery of DNA. The periodic table of elements. The germ theory of disease.


Kilometer-Scale GNSS-Denied UAV Navigation

Kilometer-Scale GNSS-Denied UAV Navigation cover

Here is an interesting approach to drone localization: load a digital elevation model of the area you are flying in and use it as a reference for voxel-based mapping. The result is a system capable of correcting odometry errors during long-distance flights to within 5-15m of total error.


Autonomously Mapping with Visual SLAM

Autonomously Mapping with Visual SLAM cover

Michael Hart tinkered with the $99 Viam Rover to turn it into a ROS-based rover capable of doing autonomous mapping. Michael open-sourced this work through this GitHub repository.


The Evolution of Execution Management in rclcpp

The Evolution of Execution Management in rclcpp cover

Skye Medeiros did an excellent write-up that you should look into if you are using ROS and haven’t given much thought to executors yet.


OpenCV 5 Deep Dive: A New Foundation for Computer Vision

OpenCV 5 Deep Dive: A New Foundation for Computer Vision cover

OpenCV 5 is here! In this blog post, you can learn about all the new features: from API improvements to the DNN engine and expanded 3D vision capabilities.


Ways To Embed Magnets In 3D Prints And Not Ruin Printers

Ways To Embed Magnets In 3D Prints And Not Ruin Printers cover

I’m really glad I came across this feature because I would totally make all those mistakes. Being a magnet noob, I didn’t even know they demagnetize at high temperatures. Good to know!


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issue 362