RobotMe lab watch

University Research

Research from universities and their collaborators, explained in plain language. Each brief identifies the experimental stage and links to the institution’s original report.

Sources checked October 31, 2026 · 37 briefs

Carnegie Mellon University · Robot manipulation and system identification

Simulation-trained method tested on a physical robot in the labOctober 29, 2026

CMU robot tests a wiggle before handling a rope

Carnegie Mellon researchers tested a method that briefly wiggles a rope, estimates how it moves and plans a manipulation before attempting the task.

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Massachusetts Institute of Technology · Medical soft robotics

Animal study and device prototype; no clinical use reportedOctober 28, 2026

MIT tests a soft robotic scope in the small intestine

MIT engineers built a steerable soft enteroscope and reported moving it about six and a half feet through the small intestine in animal studies.

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Hong Kong University of Science and Technology · Tactile sensing and embodied robotics

Physical laboratory prototype and controlled testsOctober 16, 2026

HKUST tests whole-arm touch sensing for robot manipulation

HKUST researchers embedded optical tactile skin into a robot arm and tested touch recognition, object balancing and obstacle response in the lab.

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University of Southern California · Soft robotics and space systems

Four-limbed physical laboratory prototype; no space testOctober 22, 2026

USC's STARFISH soft robot walks slowly across a lab bench

USC researchers built a four-limbed soft STARFISH prototype that can move slowly across a laboratory bench as they study future spacecraft inspection.

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ETH Zurich · Biohybrid robotics

Physical laboratory prototypes using living muscle tissueOctober 22, 2026

ETH co-designs living muscle and scaffolds for small biohybrid robots

ETH Zurich researchers jointly designed living muscle tissue and soft hydrogel scaffolds, then built centimeter-scale biohybrid robots that jumped, swam, walked and grasped objects after electrical stimulation.

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Nanyang Technological University Singapore · Soft robotics

Physical laboratory experiments on two robot designsOctober 20, 2026

NTU soft robot learns its own motion and stiffness control

NTU researchers developed a data-driven controller that learns an antagonistic soft robot's motion and stiffness behavior from less than eight minutes of self-generated movement.

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Binghamton University · Robot cybersecurity

Controlled physical-robot attack demonstration and defense evaluationOctober 20, 2026

Binghamton tests backdoor attacks and defenses for LLM robot planners

Binghamton researchers showed that a hidden trigger in a compromised language model could alter a service robot's task plan, then tested PROTEA, a second model that checks each planned action against context for harmful behavior.

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University of Illinois Urbana-Champaign · Robot control

Simulation training and physical robot testsOctober 15, 2026

Illinois tests stability-guaranteed learning control on three robots

Illinois researchers combined reinforcement learning with contraction theory in CARL, then tested the controller on a wheeled robot, flapping drone and six-legged robot.

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Harvard University, UC Berkeley, MIT, Stanford University and NVIDIA · Robot learning and embodied AI

Research preprint; simulation and physical-robot testsOctober 15, 2026

RAX learns robot tasks through online exploration

A multi-institution team introduced RAX, a framework in which a coding agent explores a robot task, writes control programs and reuses successful skills without task-specific action demonstrations.

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Czech Technical University in Prague + University of Defence · Autonomous ground vehicles

Physical military-exercise test; not an operational deploymentOctober 13, 2026

CTU tests autonomous off-road resupply with the TAROS ground robot

Researchers tested CTU's autonomous-navigation system on the six-wheeled TAROS vehicle during ARTEX 2026 in Portugal, including supervised off-road resupply and night navigation.

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Stanford University + Columbia University · Dexterous robot learning

Simulation-generated training data and physical robot evaluationOctober 13, 2026

Stanford turns one human video into training data for dexterous robots

DexAgent reconstructs the physical interactions in one first-person human demonstration, generates varied robot trajectories in simulation and uses them to train a bimanual robot policy.

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Johns Hopkins University · Medical robotics

Preclinical phantom-model and ex vivo tissue testsOctober 12, 2026

Johns Hopkins tests paired magnetic millirobots for heart-drug delivery

Johns Hopkins engineers built two wireless magnetic robots, each roughly the width of a pencil tip, to dock at heart tissue and deliver repeat doses of medicine. The team tested them in heart phantoms and on porcine heart tissue under simulated flow.

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University of Bristol + University of the West of England · Robotics adoption and testing

Funded hub; expected to be operational in January 2027October 10, 2026

Bristol leads a funded robotics-adoption hub for southwest England

The University of Bristol says a 23-partner consortium received £7.2 million from Innovate UK and £2.6 million from partners to establish a regional robotics-adoption hub led by Bristol Robotics Laboratory.

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U.S. Department of Energy national laboratories · Autonomous laboratories

Selected for award negotiations; not yet fundedOctober 8, 2026

DOE selects four autonomous-lab robotics testbeds for negotiations

DOE selected lab-led projects at Argonne, Brookhaven, Oak Ridge and SLAC to negotiate robotics and automation testbeds for scientific facilities. The selections are not funding commitments.

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MIT · Autonomous navigation

Simulation and physical UAV testsOctober 7, 2026

MIT tests collision-avoidance planning for drones in unknown spaces

MIT's SANDO planner builds time-varying safety corridors so a drone can replan around moving obstacles in an unmapped environment while maintaining a formal collision-avoidance guarantee.

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NC State University + University of Virginia · Soft aquatic robotics

Physical tank prototypeOctober 7, 2026

NC State builds a two-actuator underwater robot with 3D motion

Researchers built a four-wing soft swimmer that uses two pneumatic inputs and the mechanics of its elastic limbs to switch among rising, sinking, hovering, forward or backward swimming and axial rotation.

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University of Maryland · Embodied AI

Physical demonstrations and benchmark studiesOctober 7, 2026

UMD tests robot learning, glass perception and visual-tactile memory

Three UMD projects use polarization to perceive glass, first-person human video to teach manipulation and event memory to combine vision and touch during multistep tasks.

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UCLA Robotics and Mechanisms Laboratory · Humanoid robotics research infrastructure

Open-source physical prototype; preprintOctober 6, 2026

UCLA builds an open humanoid around reused smartphones

UCLA's PhoneBot is a 48-centimeter, 1.8-kilogram humanoid that uses a commodity Android phone for sensing, control computation and interaction; the researchers estimate about $400 in robot hardware before the phone.

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Carnegie Mellon University · Building robotics

Initial community deploymentOctober 6, 2026

CMU reports initial community use of a mobile home-sensing robot

CMU researchers developed a mobile robot that moves through homes to collect room-level temperature, air-quality and lighting data instead of relying on a single fixed thermostat or sensor.

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RWTH Aachen University · Humanoid vehicle automation

Truck-driving simulator demonstrationOctober 5, 2026

RWTH Aachen puts a humanoid driver in a truck simulator

RWTH Aachen's HAINZ humanoid uses the institute's openADS software while seated in a truck simulator, taking control of a driving task through an interface designed for human operators.

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University of Maryland + Seoul National University · Robot learning

Physical robot and simulation evaluationOctober 2, 2026

Maryland model learns motion traces from video to guide robot tasks

Maryland's Mu Zero world model learns three-dimensional motion traces from videos, then provides that motion information to a robot-specific controller for manipulation tasks.

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University of Pennsylvania · Robot learning

Simulation and physical robot demonstrationOctober 2, 2026

Penn robot learns to recover through long manipulation tasks

Penn's SymSkill system learned reusable manipulation skills from five minutes of video demonstrations, then completed tasks of up to 12 steps in simulation and on a physical robot.

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University of Michigan + Toyota Research Institute · Human-automation interaction

Human-participant driving simulationOctober 1, 2026

Michigan tests a haptic steering wheel for shared control

Researchers tested a steering wheel with inflatable haptic zones that lets a driver and semi-autonomous system signal and negotiate planned turns before the vehicle acts.

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UC Davis + UCLA + MIT · Micro aerial robotics

Tethered physical prototypeSeptember 30, 2026

UC Davis team builds an impact-tolerant micro flying robot

A UC Davis-led team built a 185-milligram soft flying robot that generated enough lift for takeoff and recovered after collisions, a flyswatter strike and extreme compression.

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MIT · Biohybrid robotics

Physical lab prototypeSeptember 29, 2026

MIT builds a paper-thin robot powered by living muscle

MIT engineers built a thin swimming robot whose light-sensitive muscle cells flap two gel fins, allowing researchers to control its direction and speed in water.

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Carnegie Mellon University + Siemens · Humanoid robot safety

Simulation study and physical robot demonstrationSeptember 28, 2026

CMU and Siemens test a safety monitor for stopping humanoid robots

Researchers developed PRISM, a monitor that estimates whether a humanoid can move to a neutral position and stop safely without falling into people, obstacles or hazardous surroundings.

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UCLA and University of Michigan · Robot locomotion

Physical prototypeSeptember 25, 2026

UCLA and Michigan build a snap-powered hopping robot

Researchers built an 11-centimeter frog-like robot whose twisted elastic rods store and suddenly release energy, enabling hopping, flipping and swimming with a small motor.

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Georgia Tech · Embodied AI

Benchmark studySeptember 24, 2026

Georgia Tech benchmarks robot memory across day-long tasks

A 60-task benchmark tests whether vision-language models can retain spatial, temporal and multi-goal information over an average simulated day. The best model reached roughly 50% success on the hardest tasks.

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Southern Illinois University · Agricultural robotics

Early field prototypeSeptember 24, 2026

SIU builds field robot to collect soybean disease data

Researchers built a four-wheel, camera-equipped robot that can follow mapped crop rows and capture views above and below soybean leaves. The disease-detection AI is still being developed.

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Carnegie Mellon · Multirobot manipulation

Physical lab demonstrationSeptember 24, 2026

CMU tests coordinated planning for teams of robots

LAMP plans robot and object motions together so multiple robots can move items through cluttered spaces. Researchers demonstrated the system with robots transporting 12 objects in a changing workspace.

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University of Washington · Robot locomotion

Physical prototypeSeptember 23, 2026

UW builds a one-gram robot with controlled jump height

DirectHop uses a tiny motor instead of a spring to make repeated hops with centimeter-level height control, then shifts its weight to right itself after landing.

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University of Maryland and George Mason University · Robot learning

Simulation and physical robot testsSeptember 21, 2026

UMD and George Mason transfer one gait policy across quadrupeds

Researchers trained a morphology-aware locomotion policy on one quadruped design, evaluated it across seven simulated platforms and deployed it on real Unitree Go1 and Go2 robots without additional training.

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MIT · Autonomous laboratories

Physical lab demonstrationSeptember 17, 2026

MIT builds a robotic lab that assembles optics experiments

MIT researchers built a reconfigurable system that uses a robotic arm to assemble, align and dismantle tabletop optics experiments from standard components.

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MIT · Health robotics

Early prototypeAugust 5, 2026

MIT tests adaptive robotic assistance for physical therapy

MIT researchers trained a dual-arm system to adjust assistance using demonstrations and force feedback. Initial tests involved healthy participants, not a clinical rollout.

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MIT · Simulation

Research systemJuly 13, 2026

MIT builds varied virtual rooms for robot training

SceneSmith uses vision-language model agents to create more than 1,300 simulated scenes for testing robot tasks and action plans.

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Carnegie Mellon · Research infrastructure

Active researchJuly 9, 2026

CMU develops shared software for different robots

Robot I/O, or RIO, offers a common interface for control, data collection and AI deployment across different robot platforms.

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Stanford · Assistive robotics

Research programsApril 1, 2026

Stanford labs explore robots to support older adults

Stanford teams are studying walking companions, soft lifting devices and touch-sensitive robotic fingertips for possible help at home.

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