OopsieRecover: Learning Transferable VLA Corrections from Semantic Interventions
arXiv cs.RO ·
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Vision-Language-Action (VLA) models can perform a wide range of robotic manipulation tasks, but often fail during deployment. Teaching them to recover from these failures requir…
An Ordering Optimization for Fruit-Vegetable in High-Density Environment based on Genetic Algorithm
arXiv cs.RO ·
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This paper presents a robotic harvesting method that combines RGB-D fruit localization, GA-based harvest ordering, and waypoint-based robot motion in dense and unstructured crop…
TraceRouter++: Causal Semantic Routing Realignment via Optimal Transport
arXiv cs.CL ·
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Despite their remarkable capabilities, large foundation models (LFMs) remain susceptible to adversarial manipulation. Current safety intervention methods primarily rely on the \…
Large language models (LLMs) and LLM-based agents are increasingly deployed as assistants in planning and decision making, yet most existing systems are implicitly optimized for…