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Aditya Kannan

2 accepted papers

2024

Demonstrating Learning from Humans on Open-Source Dexterous Robot Hands

RSS 2024poster

Emulating human-like dexterity with robotic hands has been a long-standing challenge in robotics. In recent years, machine learning has demanded robot hands to be reliable, inexpensive and easy-to-reproduce. For the past few years we have been investigating how to address these demands. We will demo…

Cited by 0SourcePDFScholar
2023

DEFT: Dexterous Fine-Tuning for Hand Policies

CoRL 2023poster

Dexterity is often seen as a cornerstone of complex manipulation. Humans are able to perform a host of skills with their hands, from making food to operating tools. In this paper, we investigate these challenges, especially in the case of soft, deformable objects as well as complex, relatively long…

Cited by 0SourcecodeScholar