Triple inverted pendulum in transition control A classic control problem, done in real time. This setup moves smoothly between all eight equilibrium points of a triple inverted pendulum. The system reacts every 1 millisecond, which shows how fast modern control loops can be. • Real-time control at 1 ms sampling • Stable transitions between multiple balance points • Built with Simulink and LW-RCP02 hardware This is a beautiful example of how theory meets practice in advanced control engineering. Video: https://lnkd.in/diygfw5y Credit: Embedded Control Lab, Inha University —- Weekly robotics and AI insights. Subscribe free: scalingdeep.tech
A high-quality haptic control for robots as a weekend project? All for under $600. [📍 Save Github & arXiv for later] A team built DOGlove, an open-source haptic glove for robot teleoperation that you can assemble yourself for under $600. It is built...
What if your bricklayer could fly? Researchers at Imperial College London tested a new way to build using cooperating drones instead of cranes or scaffolding. Two drones work together. One lays down foam and lightweight cement. The other checks accuracy...
Simple transfer plate that moves in… two directions. This kind of mechanism can enable flexible 2D movement for boxes or parts without complex robotics. Simple mechanical design. Can move items both X and Y. Easier than full mobile robots in...
Humans usually guess what robots feel. This system actually lets you feel it. This is an end-to-end high resolution touch teleoperation demo built with Samsung. Real tactile signals from a robot hand were streamed directly into a human fingertip display...
Robots don’t need more rules. They need better ways to learn: RL with synthetic data. Group Relative Policy Optimization, or GRPO, is not just another RL trick. It points to a different learning philosophy. Instead of giving a robot one...
Linear Algebra for Computer Vision, Robotics, and Machine Learning https://lnkd.in/d-qgheRn Credit: University of Pennsylvania —- Weekly robotics and AI insights. Subscribe free: scalingdeep.tech
Most robots fail at the last millimeter. That’s where precision, not power, decides everything. I’ve seen production lines where operators still guide fragile parts by hand because robots couldn’t hold the tolerance. This system aims to close that gap. It...
🎙️ I talk with Animesh Garg , Assistant Professor at Georgia Tech and one of the leading voices in robot learning today: We talk about growing up in India, building his first autonomous vehicle on a $280 budget after being...
Synchronized robots, tested in 3D, to boost uptime and cut integration errors: This setup uses RobotStudio to simulate dual-robot coordination with precise axis timing and collision checks. Every move is validated in a digital twin before going live. - Full...
Can. You. Catch. It❓ A robot that catches balls in mid-air. [📍 Bookmark for the GitHub] This team built FrankaBallCatcher, a 7-DoF Franka Emika Panda arm that tracks a flying ball and intercepts it in real time using computer vision....
You know how ChatGPT got scary-good by reading the entire internet? Robotics couldn’t do that. With language models, you can scrape Wikipedia, Reddit, every book ever written. Trillions of words. All digital. All ready to train on. But robots? They...
Advanced Robotics: UC Berkeley This is course is from Peter Abbeel and covers a review on reinforcement learning and continues to applications in robotics. If you work on robotics… this one is worth bookmarking‼️ MDPs: Exact Methods Discretization of Continuous...
Robots that plan by imagining the future. Large Video Planner (LVP-14B) from MIT is a robot foundation model built on video generation instead of vision-language-action. Instead of predicting actions directly, it generates a short video of how a human hand...
A flapping-wing drone that actually handles its own vibrations. BionicBird’s X-Fly is not a propeller drone. It is an ornithopter with a six-axis gyro and precision G-sensors designed specifically to deal with the chaotic dynamics of wing flapping. • Sensor...
Modern drone production. An assembly line in China shows how far drone manufacturing has been industrialized. Conveyor systems move the airframes between stations. Each worker performs a narrowly defined step, closer to poka-yoke than to classic workshop assembly. • Highly...
If you think Physical AI is “just train a policy and ship it,” you’re about to waste months. If you work on robotics, this one is worth bookmarking‼️ The bottleneck is not the robot. It’s the world. Again: you do...
🎙️ In this episode, I talk with Prof. Dr. Marco Huber , Professor for Cognitive Production Systems at the University of Stuttgart : Marco shares his journey from a middle-class upbringing with no academic role models to becoming a leading...
Learn mobile robotics from one of the strongest academic groups in the field. The University of Freiburg offers a full course on mobile robotics by Prof. Dr. Wolfram Burgard, one of the pioneers of probabilistic robotics and SLAM. Topics covered:...
A full MIT course on visual autonomous navigation. If you work on robotics, drones, or self-driving systems, this one is worth bookmarking‼️ MIT’s Visual Navigation for Autonomous Vehicles course covers the full perception-to-control stack, not just isolated algorithms. What it...