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Felix Sanchez

2 accepted papers

2023

How Does It Feel? Self-Supervised Costmap Learning for Off-Road Vehicle Traversability

ICRA 2023poster

Estimating terrain traversability in off-road environments requires reasoning about complex interaction dynamics between the robot and these terrains. However, it is challenging to create informative labels to learn a model in a supervised manner for these interactions. We propose a method that lear…

Cited by 72SourcecodeScholar
2022

Active Learning for Testing and Evaluation in Field Robotics: A Case Study in Autonomous, Off-Road Navigation

ICRA 2022poster

Testing and evaluation of field robotic systems requires both experimentation in representative conditions and human supervision to effectively assess components, manage risk, and interpret results. Due to the complexity of robotic sys-tems, we argue this experimentation should be done adaptively by…

Cited by 4SourceScholar