Generalist robot policies improved via reinforcement learning in multi-task settings
Generalist policies enable online multi-task improvement with generalization to unseen tasks.
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Generalist policies enable online multi-task improvement with generalization to unseen tasks.
RoboColosseum shows frontier agents rival specialized VLA policies but fine-tuning leads to rank reversals and embodiment-specific performance differences.
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