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Ryan Diaz

2 accepted papers

2025

AugInsert: Learning Robust Visual-Force Policies via Data Augmentation for Object Assembly Tasks

IROS 2025

Operating in unstructured environments like households requires robotic policies that are robust to out-of-distribution conditions. Although much work has been done in evaluating robustness for visuomotor policies, the robustness evaluation of a multisensory approach that includes force-torque sensi

Cited by 1SourcecodeScholar
2024

Evaluating Robustness of Visual Representations for Object Assembly Task Requiring Spatio-Geometrical Reasoning

ICRA 2024poster

This paper primarily focuses on evaluating and benchmarking the robustness of visual representations in the context of object assembly tasks. Specifically, it investigates the alignment and insertion of objects with geometrical extrusions, commonly referred to as a peg-in-hole task. The accuracy req…

Cited by 2SourceScholar