Embodied Robotics Research

Tag: continual-learning

2 items with this tag.

  • May 26, 2026

    Can VLA Models Learn from Real-World Data Continually without Forgetting?

    • continual-learning
    • catastrophic-forgetting
    • experience-replay
    • real-world
    • manipulation
    • benchmarking
  • Feb 11, 2026

    Towards Long-Lived Robots: Continual Learning VLA Models via Reinforcement Fine-Tuning

    • continual-learning
    • reinforcement-fine-tuning
    • catastrophic-forgetting
    • VLA
    • LifeLong-RFT
    • MDPR

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