76 citations · 102 across the 23 of their papers we have counts for
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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…
eess.SY2023★ 5 cited
Robust Control Barrier Functions with Uncertainty Estimation
Ersin Daş, Skylar X. Wei, Joel W. Burdick
This paper proposes a safety controller for control-affine nonlinear systems with unmodelled dynamics and disturbances to improve closed-loop robustness. Uncertainty estimation-bas…
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…