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Aadhithya Iyer

2 accepted papers

2024

DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control

NeurIPS 2024poster

Imitation learning has proven to be a powerful tool for training complex visuo-motor policies. However, current methods often require hundreds to thousands of expert demonstrations to handle high-dimensional visual observations. A key reason for this poor data efficiency is that visual representatio…

2024

OPEN TEACH: A Versatile Teleoperation System for Robotic Manipulation

CoRL 2024poster

Open-sourced, user-friendly tools form the bedrock of scientific advancement across disciplines. The widespread adoption of data-driven learning has led to remarkable progress in multi-fingered dexterity, bimanual manipulation, and applications ranging from logistics to home robotics. However, exist…

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