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MimicDroid: In-Context Learning for Humanoid Robot Manipulation from Human Play Videos

A dataset of 8 hours of human play videos and simulation-based manipulation tasks designed to enable humanoid robots to learn new tasks from few video examples through in-context learning. The dataset spans 30 objects across 8 kitchen environments with evaluation benchmarks at three difficulty levels.

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Technical Profile

Modalities
rgb
Robot Embodiments
humanoid
Environment
simulationkitchen
Task Types
manipulationpick_and_placegrasping
Part of the MimicDroid: In-Context Learning for Humanoid Robot Manipulation from Human Play Videos family

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