الباحثون

Suha Kwak

المنشورات 2

نسخة أولية وصول مفتوح

When to Switch: Reliable Action-Chunk Extension for Vision-Language-Action Models

Seonghoon Yu, Dongwon Kim, HyungRok Jung وآخرون · 2026

Vision-Language-Action (VLA) models serve as unified policies for robotic manipulation, yet their expensive inference forces robots to pause between policy calls, resulting in stop-and-go execution that interrupts smooth motion and prolongs task completion. Extending the action chunk reduces policy calls and hence thes …

نسخة أولية وصول مفتوح

Taming VLAs under Robot Execution Errors: Self-Compensation and Stress Testing

Sohyun Lee, Yoonjae Baek, Jaesang Won وآخرون · 2026

Vision-language-action (VLA) policies often fail when a robot's executed motion deviates from their commanded action. Such execution errors arise from the robot's mechanics and operating conditions, such as wear and payload changes. We propose self-compensating VLA, a deployment-time adaptation method that enables a VL …

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