LimX Dynamics Research

Research

  • LimX Dynamics releases FluxBisimData simulation dataset - 2026-05-26 - Research Publication - The Hugging Face release contains 6,000 rows and 72.4 GB of simulated manipulation video under an Apache-2.0 licence. Tasks combine pick-and-place, opening and closing, rotation, pushing and pulling, and handover into… - source: huggingface.co
  • LimX Dynamics open-sources FluxVLA Engine for embodied AI deployment - 2026-04-30 - Research Publication - LimX Dynamics open-sourced FluxVLA Engine, a standardized VLA engineering foundation for embodied intelligence. The platform is built around unified configuration, standardized interfaces, modular decoupling and… - source: limxdynamics.com
  • LimX Dynamics releases FluxVLA Engine VLA framework - 2026-04-03 - Research Publication - Released FluxVLA Engine as an open-source VLA framework covering data, training, simulation, and deployment for embodied systems Uses a unified data format and modular architecture allowing vision, language, and action… - source: github.com
  • CTBC paper validates blind climbing control on LimX TRON 1 - 2025-09-03 - Research Publication - CTBC proposes a contact-triggered blind climbing framework for wheeled bipedal robots using instruction learning and reinforcement learning. The paper validates the method in real-world experiments on multiple wheeled… - source: arxiv.org
  • LimX Dynamics publishes DreamActor multi-source data training paradigm for embodied AI - 2025-09-02 - Research Publication - The official release positions DreamActor as a training approach for improving embodied intelligence by combining multiple data sources rather than relying on a single demonstration channel. LimX is building both humanoid… - source: limxdynamics.com
  • LimX Dynamics demonstrates VGM embodied manipulation from human videos - 2025-02-14 - Research Publication - LimX Dynamics published VGM as an embodied manipulation algorithm that learns robot manipulation behavior from human video demonstrations. The official release frames VGM as part of LimX's embodied intelligence stack for… - source: limxdynamics.com

Articles

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