Embodied Robotics Research

Tag: catastrophic-forgetting

3 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 13, 2026

    RLinf-Co: Reinforcement Learning-Based Sim-Real Co-Training for VLA Models

    • sim-real
    • co-training
    • VLA
    • RL-fine-tuning
    • OpenVLA
    • pi0
    • catastrophic-forgetting
    • Tsinghua
  • 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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