Embodied Robotics Research

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rl robotics

Folder: papers/rl-robotics

3 items under this folder.

  • Apr 24, 2026

    RL Token: Bootstrapping Online RL with Vision-Language-Action Models

    • online-RL
    • VLA
    • fine-tuning
    • real-world
    • sample-efficient
    • actor-critic
    • physical-intelligence
  • Mar 17, 2026

    Large Reward Models: Generalizable Online Robot Reward Generation with Vision-Language Models

    • reward-model
    • VLM
    • online-RL
    • imitation-learning
    • robot-manipulation
    • sample-efficient
  • 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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