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Mariah Schrum

2 accepted papers

2023

Investigating the Impact of Experience on a User's Ability to Perform Hierarchical Abstraction

RSS 2023poster

The field of Learning from Demonstration enables end-users, who are not robotics experts, to shape robot behavior. However, using human demonstrations to teach robots to solve long-horizon problems by leveraging the hierarchical structure of the task is still an unsolved problem. Prior work has yet…

Cited by 6SourcePDFScholar
2022

Meta-Active Learning in Probabilistically Safe Optimization

RA-L 2022

When a robotic system is faced with uncertainty, the system must take calculated risks to gain information as efficiently as possible while ensuring system safety. The need to safely and efficiently gain information in the face of uncertainty spans domains from healthcare to search and rescue. To ef

Cited by 14SourceScholar