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ICRA 2026: 1–5 June 2026, VIENNA
Take pleasure in right now’s movies!
In contrast to current hybrid designs, Duawlfin eliminates the necessity for added actuators or propeller-driven floor propulsion by leveraging solely its normal quadrotor motors and introducing a differential drivetrain with one-way bearings. The seamless transitions between aerial and floor modes additional underscore the practicality and effectiveness of our strategy for functions like city logistics and indoor navigation.
[ HiPeR Lab ]
I admire the softness of NEO’s design, however these fingers look awfully fragile.
[ 1X ]
Think about reaching into your backpack to seek out your keys. Your eyes information your hand to the opening, however as soon as inside, you rely virtually solely on contact to tell apart your keys out of your pockets, cellphone, and different objects. This seamless transition between sensory modalities (understanding when to depend on imaginative and prescient versus contact) is one thing people do effortlessly however robots wrestle with. The problem isn’t nearly having a number of sensors. Fashionable robots are geared up with cameras, tactile sensors, depth sensors, and extra. The actual downside is **how you can combine these totally different sensory streams**, particularly when some sensors present sparse however crucial info at key moments. Our answer comes from rethinking how we mix modalities. As an alternative of forcing all sensors by means of a single community, we practice separate skilled insurance policies for every modality and learn to mix their motion predictions on the coverage stage.
Multi-university Collaboration offered through [ GitHub ]
Thanks, Haonan!
Completely satisfied (considerably late) Halloween from Pollen Robotics!
[ Pollen Robotics ]
In collaboration with our colleagues from Iowa State and College of Georgia, now we have put our pipe-crawling worm robot to check within the area. See it crawls by means of corrugated drainage pipes in a stream, and a clean part of a subsurface drainage system.
[ Paper ] from [ Smart Microsystems Laboratory, Michigan State University ]
Heterogeneous robotic groups working in reasonable settings typically should accomplish advanced missions requiring collaboration and adaptation to info acquired on-line. As a result of robotic groups steadily function in unstructured environments — unsure, open-world settings with out prior maps — subtasks should be grounded in robotic capabilities and the bodily world. We current SPINE-HT, a framework that addresses these limitations by grounding the reasoning skills of LLMs within the context of a heterogeneous robot team by means of a three-stage course of. In real-world experiments with a Clearpath Jackal, a Clearpath Husky, a Boston Dynamics Spot, and a high-altitude UAV, our methodology achieves an 87% success price in missions requiring reasoning about robotic capabilities and refining subtasks with on-line suggestions.
[ SPINE-HT ] from [ GRASP Lab, University of Pennsylvania ]
[ Astribot ]
In two papers printed in Matter and Superior Science, a crew of scientists from the Bodily Intelligence Division on the Max Planck Institute for Intelligent Systems in Stuttgart, Germany, developed management methods for influencing the movement of self-propelling oil droplets. These oil droplets mimic single-celled microorganisms and might autonomously remedy a posh maze by following chemical gradients. Nevertheless, it is rather difficult to combine exterior perturbation and use these droplets in robotics. To handle these challenges, the crew developed magnetic droplets that also possess life-like properties and might be managed by exterior magnetic fields. Of their work, the researchers confirmed that they can information the droplet’s movement and use them in microrobotic functions comparable to cargo transportation.
Everybody has fantasized about having an embodied avatar! Full-body teleoperation and full-body data acquisition platform is ready so that you can attempt it out!
[ Unitree ]
It’s not a humanoid, but it surely proper now safely does helpful issues and doubtless doesn’t price all that a lot to purchase or run.
[ Naver Labs ]
This paper presents a curriculum-based reinforcement learning framework for coaching exact and high-performance leaping insurance policies for the robotic `Olympus’. Separate insurance policies are developed for vertical and horizontal jumps, leveraging a easy but efficient technique. Experimental validation demonstrates horizontal jumps as much as 1.25 m with centimeter accuracy and vertical jumps as much as 1.0 m. Moreover, we present that with solely minor modifications, the proposed methodology can be utilized to study omnidirectional leaping.
[ Paper ] from [ Autonomous Robots Lab, Norwegian University of Science and Technology ]
Heavy payloads aren’t any downside for it: The brand new KR TITAN extremely strikes payloads of as much as 1500 kg, making the heavy lifting excessive within the KUKA portfolio.
[ Kuka ]
Good luck getting all the sand out of that robotic. Maybe a pleasant oil bathtub is so as?
[ DEEP Robotics ]
This CMU RI Seminar is from Yuke Zhu at College of Texas at Austin, on “Towards Generalist Humanoid Robots: Current Advances, Alternatives, and Challenges.”
In an period of fast AI progress, leveraging accelerated computing and big data has unlocked new prospects to develop generalist AI models. As AI programs like ChatGPT showcase exceptional efficiency within the digital realm, we’re compelled to ask: Can we obtain related breakthroughs within the bodily world — to create generalist humanoid robots able to performing on a regular basis duties? On this speak, I’ll define our data-centric analysis ideas and approaches for constructing general-purpose robotic autonomy within the open world. I’ll current our latest work leveraging real-world, artificial, and internet information to coach foundation models for humanoid robots. Moreover, I’ll focus on the alternatives and challenges of constructing the subsequent era of clever robots.
[ Carnegie Mellon University Robotics Institute ]
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