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Co-training's success hinges on a delicate balance: aligning representations across domains while preserving each domain's unique characteristics.
Forget everything you thought you knew about continual learning: pretrained Vision-Language-Action models can learn new robotic skills without catastrophic forgetting, even with minimal replay.
