AINeutralarXiv – CS AI · 10h ago6/10
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Understanding Asynchronous Inference Methods for Vision-Language-Action Models
Researchers present a systematic comparison of four asynchronous inference methods designed to reduce latency issues in Vision-Language-Action robot control models. The study benchmarks A2C2, IT-RTC, TT-RTC, and VLASH across standardized conditions, finding that A2C2's residual correction approach performs most consistently across varying delay scenarios.