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Artur Kuramshin

2 accepted papers

2026

Task Robustness Via Re-Labelling Vision-Action Robot Data

ICRA 2026poster

The recent trend in scaling models for robot learning has resulted in impressive policies that can perform various manipulation tasks and generalize to novel scenarios. However, these policies continue to struggle with following instructions, likely due to the limited linguistic and action sequence …

2025

RoboArena: Distributed Real-World Evaluation of Generalist Robot Policies

CoRL 2025oral

Comprehensive, unbiased, and comparable evaluation of modern generalist policies is uniquely challenging: existing approaches for robot benchmarking typically rely on heavy standardization, either by specifying fixed evaluation tasks and environments, or by hosting centralized "robot challenges", an…

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