🤖 Dyn-HaMR recovers 4D global hand motion from freely moving monocular cameras, including #egocentric views.
Using #SLAM, multi-stage optimization & generative motion priors, it advances 4D hand tracking for real-world #AI and #Robotics.
AI agents are changing how robots learn and adapt. 🤖
NVIDIA’s COMPASS adapts pretrained navigation policies to new robots and environments using residual RL—without retraining from scratch.
#XPRobotics#NVIDIA#Robotics#AI#RobotLearning
Congratulations to Vishal Kumar Mahto and Aditya! 🤖🚀
They built RealityForge — a Unitree G1 humanoid controlled with WASD, exploring worlds generated from a sentence or photo.
Amazing work, team! 🔥👏
#Robotics#HumanoidRobotics#PhysicalAI#AI
At @xprobotics_ai we are making the humanoid from ground up . We have also achieved certain level of locomotion. Lmk if you are interested working with us at our Banglore office . Someone who have worked with control and locomotion before are ideal collaborators.
Real-time torque feedback. Live simulation reference.
Our robotic hand is learning. One gesture at a time. 🤖✋
Not claiming to have solved dexterous manipulation.
Just building toward it. Every day.
#XPRobotics#PhysicalAI#MadeInIndia#Robotics
A robot sees a glass and a towel.
The difficult part is understanding every physical action between them.
This Perceptron Egocentric demo captures a task that demands continuous coordination.
➝ One hand stabilizes the glass
➝ The second hand folds and reshapes the towel
➝ The grip changes as the towel enters the glass
➝ Contact continues while the object rotates
➝ Pressure shifts across the inner and outer surfaces
➝ Each action receives its own temporal boundary
➝ Both hands remain tracked through the full sequence
The result is structured supervision built from a normal human task.
This type of egocentric data can help manipulation models learn the exact movements behind household actions instead of relying on one broad video caption.
Early access at https://t.co/y1nDEL5eM7
#EmbodiedAI #RobotLearning #PhysicalAI #Robotics
Cosmos 3 marks an important milestone for Physical AI.
The future of humanoids isn't just better hardware—it's the convergence of reasoning, perception, simulation, and action into a single intelligent system.
#PhysicalAI#HumanoidRobots#EmbodiedAI#Robotics
Check out this video of @ManusMeta gloves teleoperating the 22-DoF @SharpaRobotics Wave Robotic Hand, capturing high-fidelity demonstration data for embodied AI.
MANUS™ gloves provide high‑fidelity motion data for dexterity training and teleoperation. Their EMF‑based sensing system enables drift‑free, occlusion‑free tracking without the limitations of vision‑based approaches.
Learn more about MANUS™ here: https://t.co/pAaZtGabKW
#humanoid #humanoids #humanoidrobotics #humanoidrobot
Reconfigurable crawling robot adapts to any terrain! 🦀
Researchers from Ben-Gurion University.introduced DSTAR, a palm-sized reconfigurable crawling robot that can roll sideways and crawl to overcome different obstacles.
It features a sprawling mechanism that allows wheel rotation axes to vary relative to the body, and two independently activated four-bar extension mechanisms.
This lets the robot move its center of mass in any direction.
The robot changes configuration to operate in collapsed structures or rugged terrains. It can pass over horizontal gaps and operate over high grass.
BUILD MORE ROBOTS (even if they are palm-sized)!!!
~~
♻️ Join the weekly robotics newsletter, and never miss any news → https://t.co/GoA3ZuwoPB
Every great technology starts somewhere.
This is ours.
Watch our humanoid being trained to recognise and respond to real-world gestures and actions.
#humanoid#robotics#ai#physicalai
At XP Robotics, we believe the best ideas come from building in the open — collaborating, demonstrating, questioning, and iterating together.
Thank you Samarth and the Solo Tech team for sharing your work with us.
We are deep in the middle of recording human motion data — the repetitive, physical tasks that make up the backbone of real-world work. The things humans do without thinking. The things robots have never been able to do reliably.
#physicalai#egocentricdata
First look at our humanoid — in full mechanical detail.
What you're seeing is months of engineering distilled into four views. Built ground-up by our team
#xprobotics#humanoid#physicalai#ai
Scientists at EPFL have developed a robotic hand with two thumbs and a reversible palm for versatile gripping.
The hand can detach, crawl on its own, and pick up objects that are hard to reach.
It can handle multiple items at once and perform tasks that usually need two human hands, making it useful for industry and rescue work.