Linker Hand L10 Research

Articles

  • China’s Dexterous-Hand Suppliers Are Becoming Unicorns - 2026-07-17 - Article - Xynova’s second major financing in seven weeks adds to a surge of capital, production capacity and standalone suppliers around one of the humanoid’s most difficult components.
  • It’s all in the hands - 2026-05-17 - Article - Recent dexterous-hand developments cover production scale, new hardware, learned control and data collection for contact-rich manipulation.

Research

  • DexNinja: Learning Robust Dexterous Cutting Policy with a Real-to-Sim-to-Real Data Engine - 2026-10-12 - Research Publication - DexNinja combines limited real demonstrations, reconstructed food assets and differentiable cutting simulation to train tactile dexterous policies. Experiments study food slicing and transfer across two bimanual… - source: arxiv.org
  • UniDexTok: A Unified Dexterous Hand Tokenizer from Real Data - 2026-06-09 - Research Publication - UniDexTok learns a shared semantic state representation from real data across heterogeneous dexterous hands, including LinkerHand L10 and L20. The paper reports sub-millimetre reconstruction and strong zero- and few-shot… - source: arxiv.org

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