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When Every Weld Looks the Same: Language-Labeled Graphs for Industrial Localization

Abstract As industries increasingly move towards automation, the ability to visually localize objects and accurately estimate their pose, including r…

1 month ago

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When Robot Eyes Converge: Active Stereo for Humanoid Depth

The design of robotic binocular camera systems has been inspired by human vision, as has their use in humanoid robots. One aspect of this inspiration…

1 month, 1 week ago

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Two Clocks for Touch: How T-Rex Gives Dexterous VLAs a Reflex Arc

Introduces a full-stack co-designed tactile-reactive policy with asynchronous mixture-of-transformers (slow visuomotor planning + fast 4× tactile cor…

1 month, 1 week ago

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Let the VLM Decide, Let the Planner Drive: Inside Senna

Senna: Bridging Large Vision-Language Models and End-to-End Autonomous Driving In this episode of Embodied AI 101, we explore "Let the VLM Decide, Le…

1 month, 1 week ago

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Seeing the Nearly Invisible: Stereo Vision for Cable-Safe Agricultural UAVs

This study develops a binocular stereo vision system to enhance the operational safety of agricultural unmanned aerial vehicles (UAVs) by detecting a…

1 month, 1 week ago

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Taming the Flying Tip: Constrained MPC for Dynamic Deformable Linear Objects

Deformable linear objects (DLOs) exhibit highly nonlinear dynamic behavior, complicating their control during high-speed maneuvers. Furthermore, the …

1 month, 1 week ago

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Replay Is Not Reality: Embodied RL When Both Policy and Physics Shift

Abstract Embodied agents must continuously adapt to the physical world using interaction data collected across varying timescales, controllers, and e…

1 month, 1 week ago

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PPO Beyond the Simulator: What a TurtleBot3 Mapless Navigation Study Really Demonstrates

Objective: In the field of mobile robotics, autonomous navigation in dynamic environments is one of the most challenging tasks in these environments:…

1 month, 1 week ago

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VLAs in the Wild: What 142 Papers Really Say About Generalist Robot Intelligence

Generalist robots need to perform diverse tasks while operating in dynamic, uncertain, and unstructured environments, often around human beings. Visi…

1 month, 1 week ago

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VEDA and the Moment Vision Stops Being Enough

Industrial humanoid robots are increasingly expected to execute high-precision manipulation tasks, such as assembly, welding, and material handling, …

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