mlsanityData to 7 Oct 2026

YOR: Your Own Mobile Manipulator for Generalizable Robotics

arXiv 2602.11150 ↗First posted 11 Feb 2026cs.RO cs.LGcited by 0

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Abstract (arXiv)

Recent advances in robot learning have generated significant interest in capable platforms that may eventually approach human-level competence. This interest, combined with the commoditization of actuators, has propelled growth in low-cost robotic platforms. However, the optimal form factor for mobile manipulation, especially on a budget, remains an open question. We introduce YOR, an open-source, low-cost mobile manipulator that integrates an omnidirectional base, a telescopic vertical lift, and two arms with grippers to achieve whole-body mobility and manipulation. Our design emphasizes modularity, ease of assembly using off-the-shelf components, and affordability, with a bill-of-materials cost under 10,000 USD. We demonstrate YOR's capability by completing tasks that require coordinated whole-body control, bimanual manipulation, and autonomous navigation. Overall, YOR offers competitive functionality for mobile manipulation research at a fraction of the cost of existing platforms. Project website: https://www.yourownrobot.ai/

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 26 of its 49 references that are in the map. First posted on arXiv 11 Feb 2026.

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26 of 49 references.

References · 26

  1. 2023Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardwarecited by 1,490
  2. 2017VINS-Mono: A Robust and Versatile Monocular Visual-Inertial State Estimatorcited by 418
  3. 2024Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperationcited by 377
  4. 2024Universal Manipulation Interface: In-The-Wild Robot Teaching Without In-The-Wild Robotscited by 373
  5. 2023TidyBot: Personalized Robot Assistance with Large Language Modelscited by 219
  6. 2023GELLO: A General, Low-Cost, and Intuitive Teleoperation Framework for Robot Manipulatorscited by 180
  7. 2024OmniH2O: Universal and Dexterous Human-to-Humanoid Whole-Body Teleoperation and Learningcited by 167
  8. 2024Behavior Generation with Latent Actionscited by 159
  9. 2024Open-TeleVision: Teleoperation with Immersive Active Visual Feedbackcited by 137
  10. 2023HomeRobot: Open-Vocabulary Mobile Manipulationcited by 104
  11. 2023On Bringing Robots Homecited by 101
  12. 2017Intel RealSense Stereoscopic Depth Camerascited by 82
14 more
  1. 2024Bunny-VisionPro: Real-Time Bimanual Dexterous Teleoperation for Imitation Learningcited by 69
  2. 2024OPEN TEACH: A Versatile Teleoperation System for Robotic Manipulationcited by 67
  3. 2024UMI on Legs: Making Manipulation Policies Mobile with Manipulation-Centric Whole-body Controllerscited by 67
  4. 2024Robot Utility Models: General Policies for Zero-Shot Deployment in New Environmentscited by 43
  5. 2021The Design of Stretch: A Compact, Lightweight Mobile Manipulator for Indoor Human Environmentscited by 39
  6. 2025TWIST2: Scalable, Portable, and Holistic Humanoid Data Collection Systemcited by 39
  7. 2024DynaMem: Online Dynamic Spatio-Semantic Memory for Open World Mobile Manipulationcited by 32
  8. 2025BEHAVIOR Robot Suite: Streamlining Real-World Whole-Body Manipulation for Everyday Household Activitiescited by 29
  9. 2024TidyBot++: An Open-Source Holonomic Mobile Manipulator for Robot Learningcited by 21
  10. 2023Harmonic Mobile Manipulationcited by 16
  11. 2021Jerk-limited Real-time Trajectory Generation with Arbitrary Target Statescited by 12
  12. 2024Demonstrating Mobile Manipulation in the Wild: A Metrics-Driven Approachcited by 10
  13. 2025UMI-on-Air: Embodiment-Aware Guidance for Embodiment-Agnostic Visuomotor Policiescited by 9
  14. 2024Switching Sampling Space of Model Predictive Path-Integral Controller to Balance Efficiency and Safety in 4WIDS Vehicle Navigationcited by 1

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