activity
20122024
most citedParallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization

69 citations · 462 across the 66 of their papers we have counts for

collaborators
Showing 2023 · cs.ROShow all

6 papers · 2 filters

cs.RO2023

A Learning-Based Framework for Safe Human-Robot Collaboration with Multiple Backup Control Barrier Functions

Neil C. Janwani, Ersin Daş, Thomas Touma +3

Ensuring robot safety in complex environments is a difficult task due to actuation limits, such as torque bounds. This paper presents a safety-critical control framework that lever…

cs.RO2023

The Fractal Hand-II: Reviving a Classic Mechanism for Contemporary Grasping Challenges

Malcolm G. A. Tisdale, Joel W. Burdick

This paper, and its companion, propose a new fractal robotic gripper, drawing inspiration from the century-old Fractal Vise. The unusual synergistic properties allow it to passivel…

cs.RO2023★ 3 cited

An Active Learning Based Robot Kinematic Calibration Framework Using Gaussian Processes

Ersin Daş, Joel W. Burdick

Future NASA lander missions to icy moons will require completely automated, accurate, and data efficient calibration methods for the robot manipulator arms that sample icy terrains…

cs.RO2023★ 12 cited

STEP: Stochastic Traversability Evaluation and Planning for Risk-Aware Off-road Navigation; Results from the DARPA Subterranean Challenge

Anushri Dixit, David D. Fan, Kyohei Otsu +3

Although autonomy has gained widespread usage in structured and controlled environments, robotic autonomy in unknown and off-road terrain remains a difficult problem. Extreme, off-…

cs.RO2023

Adaptive Coverage Path Planning for Efficient Exploration of Unknown Environments

Amanda Bouman, Joshua Ott, Sung-Kyun Kim +5

We present a method for solving the coverage problem with the objective of autonomously exploring an unknown environment under mission time constraints. Here, the robot is tasked w…

cs.RO2023

FRoGGeR: Fast Robust Grasp Generation via the Min-Weight Metric

Albert H. Li, Preston Culbertson, Joel W. Burdick +1

Many approaches to grasp synthesis optimize analytic quality metrics that measure grasp robustness based on finger placements and local surface geometry. However, generating feasib…