GRASP's Kumar Lab has studied the capabilities of the vision transformer (ViT) architecture that maps depth images to velocity commands in both real-world applications and simulations. Read the study here: www.anishbhattacharya.com/research/vit... #GRASP #GRASPLab #KumarLab
GRASP Lab
@grasplab.bsky.social
Founded in 1979, the GRASP Laboratory is an interdisciplinary academic and research center, and premiere robotics incubator within Penn Engineering.
GRASP's Perception, Action, and Learning group has developed "Planning Exploratory Goals" (PEG), a reinforcement learning agent that sets its goals at training time to maximize exploration. Website: penn-pal-lab.github.io/peg/ #GRASP #GRASPLab #PAL
GRASP's Kumar Lab developed the first static-obstacle avoidance method for quadrotors using onboard monocular event cameras. Website: www.anishbhattacharya.com/research/evfly Video: www.youtube.com/watch?v=NI51... #GRASP #GRASPLab #KumarLab
GRASP's own Dr. Eric Eaton (@ericeaton.bsky.social)will serve as managing director for the NSF AI Institute for Human-AI Cooperation (NSF HAIC @haicinstitute.bsky.social ), a national hub for human-centered AI! Read Here: www.grasp.upenn.edu/news/nsfhaic/ #GRASP #GRASPLab #NSF #HAIC
GRASP Lab Penn partners in new National Science Foundation AI Institute for Human-AI CooperationPenn partners in new National Science Foundation AI Institute for Human-AI Cooperation – GRASP Lab
grasp.upenn.edu
I’m honored to serve as Managing Director of the new NSF AI Institute for Human-AI Cooperation (HAIC), developing adaptive, collaborative, and trustworthy AI systems designed to strengthen human decision-making. @haicinstitute.bsky.social penntoday.upenn.edu/news/penn-pa...
Penn partners in new National Science Foundation AI Institute for Human-AI Cooperation | Penn Today
Funded by a $21.5 million, five-year award, NSF HAIC will focus on pioneering AI’s role in improving healthcare.
penntoday.upenn.edu
Articulate-Anything is a system that automates the articulation of objects from different inputs that include text, image, and videos into high-quality simulations used to train robotic skills. Developed by GRASP's Perception, Action, and Learning Group. Website: articulate-anything.github.io #GRASP
GRASP's Figueroa Lab developed Elastic-DS, a novel Dynamical System that can adapt to new task instances and trajectories. Website: sites.google.com/view/elastic... #GRASP #GRASPLab #FigueroaLab
Scaffolder is a system that enhances reinforcement learning training by exploiting privileged sensing and outperforms or compares to already existing baseline policies. This policy was created by GRASP's Perception, Action, and Learning Group. Website: penn-pal-lab.github.io/scaffolder/ #GRASPLab
GRASP's Kumar Lab has developed a robotic reinforcement learning system that reduces the Markov decision process and allows for accelerated training. Website: pratikkunapuli.github.io/EQTrackingCo... Video: www.youtube.com/watch?v=AosG... #GRASP #GRASPLab #KumarLab
We want to thank the NATO Allied Command Transformation (ACT) delegation for visiting the GRASP Lab! It was a pleasure to showcase our variety of robotics research projects! Read about it here: www.grasp.upenn.edu/news/nato-ex... #GRASP #GRASPLab #GRASPatPERCH
GRASP's Sung Robotics lab developed a lightweight and compact tunable-stiffness actuator based on a coiled spring. The actuator could be useful in future soft robotics applications! Video: www.youtube.com/watch?v=52WV... #GRASP #GRASPLab #SungRobotics
GRASP's Kumar Lab has developed HALO, a system designed to map and explore large-scale outdoor environments with real-time dense 3D reconstruction vision at large distances. Website: tyuezhan.github.io/halo/ #GRASP #GRASPLab #KumarLab
Asymmetric Advantage Weighted Regression (AAWR) is a type of reinforcement learning that leverages privileged information to train active perception policies on real robots. Created by GRASP's Perception, Action, and Learning Group. Website: penn-pal-lab.github.io/aawr/ #GRASP #GRASPLab #PAL
GRASP's own Perception, Action, and Learning Group has developed RoboArena, a community-run benchmark for evaluating generalist robot policies through the DROID robot platform. Website: robo-arena.github.io #GRASP #GRASPLab #KumarLab
Magnetic Origami Reprogramming and Folding System (MORF) is a joint project between GRASP's Sung Robotics and Figueroa Labs consisting of thermoplastic and magnetic laminate sheets that self-fold with an external magnetic field or heating. Video: shorturl.at/ETDcs #GRASP #GRASPLab #SungRobotics
GRASP's Kumar Lab developed EV-Catcher, a system that uses Event-based sensors to estimate impact locations of high-speed objects accurately. Publication: ieeexplore.ieee.org/abstract/doc... #GRASP #GRASPLab #KumarLab
Elastic Motion Policy (EMP) is a framework created by GRASP's Figueroa Lab that allows robots to adapt their movements while continuing their task. Website: elastic-motion-policy.github.io/EMP/ #GRASP #GRASPLab #FigueroaLab
CONGRATULATIONS to GRASP's own Dr. Mark Yim on receiving the IEEE Transactions on Robotics Distinguished Service Award!!! #GRASP #GRASPLab #IEEEAward #ICRA2026
It was fun to show these students our lab!
We hope the students from the Glassman Penn Scholars and Penn Engineering High School Internship programs had a wonderful time touring the GRASP Lab and seeing the amazing work from our students! #GRASP #GRASPLab #GRASPTour #HIP #GPS
We hope the students from the Glassman Penn Scholars and Penn Engineering High School Internship programs had a wonderful time touring the GRASP Lab and seeing the amazing work from our students! #GRASP #GRASPLab #GRASPTour #HIP #GPS
GRASP's Sung Robotics and ScalAR Lab have been working on SALP, an underwater robot inspired by ocean invertebrates of the same name. Paper Link: iopscience.iop.org/article/10.1... Video: www.youtube.com/watch?v=0D7Z... #GRASP #GRASPLab #SungRobotics
We hope everyone had a wonderful time at the GRASP Reunion at ICRA 2026 in Vienna! Hope to see you all again at the next GRASP Reunion!!! #GRASP #GRASPLab #GRASPReunion #ICRA2026
GRASP's Figueroa Lab is developing the VPP-TC Viability-Preserving Passive Torque Control. This framework ensures the robot remains safe and can avoid collisions effectively. Website: vpp-tc.github.io/webpage/ Video: www.youtube.com/watch?v=GWP8... #GRASP #GRASPLab #FigueroaLab
RoboGuard is a general-purpose guardrail for large language model-enabled robots being developed by GRASP's Kumar Lab. Website: robo-guard.github.io Video: www.youtube.com/watch?v=uhd6... #GRASP #GRASPLab #KumarLab
RoboGuard
Safety Guardrails for LLM-enabled Robots
robo-guard.github.io
VLMgineer is a framework that combines vision-language models with evolutionary search that outperforms existing human-crafted tools. Project of GRASP's Figueroa Lab and the Perception, Action, and Learning group. Link: vlmgineer.github.io/release #GRASP #GRASPLab #PAL #FigueroaLab
Bones and tissue can heal, so why not robots? GRASP's Miskin Lab, a nanorobotics lab, is researching a material that can self-heal when stimulated by electricity. Read more: advanced.onlinelibrary.wiley.com/doi/pdfdirec... #GRASP #GRASPLab #Nanorobotics
GRASP's Kumar Lab created RT-Guide, a framework that actively maps areas using a Gaussian splatting method for real-time navigation. Link: tyuezhan.github.io/RT_GuIDE/ Video: www.youtube.com/watch?v=0Wng... #GRASP #GRASPLab #KumarLab
GRASP's Perception, Action, and Learning (PennPAL) group is working on Eureka, an LLM-powered algorithm that acquires complex skills through reinforcement learning! Link: eureka-research.github.io #GRASP #GRASPLab #PAL
Check out Miskin Lab's research article on "Microscopic robots that sense, think, act, and compute", led by GRASP faculty member Prof. Marc Miskin! Article Link: www.science.org/doi/pdf/10.1... #GRASP #GRASPLab