2 citations · 5 across the 10 of their papers we have counts for
9 papers · 1 filter
Few-shot Scooping Under Domain Shift via Simulated Maximal Deployment Gaps
Yifan Zhu, Pranay Thangeda, Erica L Tevere +5
Autonomous lander missions on extraterrestrial bodies need to sample granular materials while coping with domain shifts, even when sampling strategies are extensively tuned on Eart…
AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation
Kaifeng Zhang, Baoyu Li, Kris Hauser +1
Predictive models are a crucial component of many robotic systems. Yet, constructing accurate predictive models for a variety of deformable objects, especially those with unknown p…
Efficient Automatic Tuning for Data-driven Model Predictive Control via Meta-Learning
Baoyu Li, William Edwards, Kris Hauser
AutoMPC is a Python package that automates and optimizes data-driven model predictive control. However, it can be computationally expensive and unstable when exploring large search…
Boundary-Aware Value Function Generation for Safe Stochastic Motion Planning
Junhong Xu, Kai Yin, Jason M. Gregory +2
Navigation safety is critical for many autonomous systems such as self-driving vehicles in an urban environment. It requires an explicit consideration of boundary constraints that…
Analysis and Perspectives on the ANA Avatar XPRIZE Competition
Kris Hauser, Eleanor Watson, Joonbum Bae +25
The ANA Avatar XPRIZE was a four-year competition to develop a robotic "avatar" system to allow a human operator to sense, communicate, and act in a remote environment as though ph…
3D Force and Contact Estimation for a Soft-Bubble Visuotactile Sensor Using FEM
Jing-Chen Peng, Shaoxiong Yao, Kris Hauser
Soft-bubble tactile sensors have the potential to capture dense contact and force information across a large contact surface. However, it is difficult to extract contact forces dir…