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The Busboy Problem: Efficient Tableware Decluttering Using Consolidation and Multi-Object Grasps

8 July 2023
Kishore Srinivas
Shreya Ganti
R. Parikh
Ayah Ahmad
Wisdom C. Agboh
M. Dogar
Ken Goldberg
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Abstract

We present the "Busboy Problem": automating an efficient decluttering of cups, bowls, and silverware from a planar surface. As grasping and transporting individual items is highly inefficient, we propose policies to generate grasps for multiple items. We introduce the metric of Objects per Trip (OpT) carried by the robot to the collection bin to analyze the improvement seen as a result of our policies. In physical experiments with singulated items, we find that consolidation and multi-object grasps resulted in an 1.8x improvement in OpT, compared to methods without multi-object grasps. See https://sites.google.com/berkeley.edu/busboyproblem for code and supplemental materials.

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