Embodied Robotics Research

Tag: sim-to-real

8 items with this tag.

  • Jun 01, 2026

    RoboDream: Compositional World Models for Scalable Robot Data Synthesis

    • world-model
    • data-synthesis
    • video-diffusion
    • compositional
    • embodiment
    • sim-to-real
    • TRI
  • Apr 06, 2026

    FlashSAC: Fast and Stable Off-Policy Reinforcement Learning for High-Dimensional Robot Control

    • off-policy
    • SAC
    • dexterous-manipulation
    • high-dimensional
    • humanoid
    • sim-to-real
    • stability
  • Mar 24, 2026

    Grounding Sim-to-Real Generalization in Dexterous Manipulation: An Empirical Study with Vision-Language-Action Models

    • sim-to-real
    • domain-randomization
    • photorealistic-rendering
    • RL
    • benchmark
    • dexterous-manipulation
  • Mar 19, 2026

    Scaling Sim-to-Real Reinforcement Learning for Robot VLAs with Generative 3D Worlds

    • sim-to-real
    • RL-fine-tuning
    • VLA
    • 3D-generation
    • scene-diversity
  • Mar 16, 2026

    Simulation Distillation: Pretraining World Models in Simulation for Rapid Real-World Adaptation

    • sim-to-real
    • world-model
    • latent-dynamics
    • online-planning
    • real-world-adaptation
  • Mar 08, 2026

    MWM: Mobile World Models for Action-Conditioned Consistent Prediction

    • navigation
    • action-conditioned
    • consistency
    • diffusion
    • planning
    • sim-to-real
  • Feb 23, 2026

    What Matters for Simulation to Online Reinforcement Learning on Real Robots

    • sim-to-real
    • online-RL
    • real-robot
    • design-choices
    • ablation
    • multi-platform
    • recipe
  • Feb 10, 2026

    TwinRL-VLA: Digital Twin-Driven Reinforcement Learning for Real-World Robotic Manipulation

    • digital-twin
    • sim-to-real
    • online-RL
    • exploration
    • VLA
    • smartphone-reconstruction

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