mlsanityData to 14 Oct 2026

Open TeleDex: A Hardware-Agnostic Teleoperation System for Imitation Learning based Dexterous Manipulation

arXiv 2510.14771 ↗First posted 16 Oct 2025cs.ROcited by 0

On the map: Offline RL and imitation learning from data → Robot manipulation imitation learning

Abstract (arXiv)

Accurate and high-fidelity demonstration data acquisition is a critical bottleneck for deploying robot Imitation Learning (IL) systems, particularly when dealing with heterogeneous robotic platforms. Existing teleoperation systems often fail to guarantee high-precision data collection across diverse types of teleoperation devices. To address this, we developed Open TeleDex, a unified teleoperation framework engineered for demonstration data collection. Open TeleDex specifically tackles the TripleAny challenge, seamlessly supporting any robotic arm, any dexterous hand, and any external input device. Furthermore, we propose a novel hand pose retargeting algorithm that significantly boosts the interoperability of Open TeleDex, enabling robust and accurate compatibility with an even wider spectrum of heterogeneous master and slave equipment. Open TeleDex establishes a foundational, high-quality, and publicly available platform for accelerating both academic research and industry development in complex robotic manipulation and IL.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Placed in Robot manipulation imitation learning, one of 13 directions in Offline RL and imitation learning from data. Builds on 1 of its 2 references that are in the map. First posted on arXiv 16 Oct 2025.

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1 of 2 references.

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  1. 2024DexCap: Scalable and Portable Mocap Data Collection System for Dexterous Manipulation12 Mar

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  1. 2022From One Hand to Multiple Hands: Imitation Learning for Dexterous Manipulation from Single-Camera Teleoperation
  2. 2025Dexterous Teleoperation of 20-DoF ByteDexter Hand via Human Motion Retargeting
  3. 2024TelePreview: A User-Friendly Teleoperation System with Virtual Arm Assistance for Enhanced Effectiveness ↗
  4. 2024Tilde: Teleoperation for Dexterous In-Hand Manipulation Learning with a DeltaHand
  5. 2026AnyDexRT: Calibration-Free Dexterous Hand Retargeting with Few-Shot Human Guidance
  6. 2024TeleMoMa: A Modular and Versatile Teleoperation System for Mobile Manipulation
  7. 2026HumDex: Humanoid Dexterous Manipulation Made Easy
  8. 2026RoboPaint: From Human Demonstration to Any Robot and Any View