Compact Robot Policies Need Fine-Grained Visual Representations
Multi-task manipulation policies differ in architecture, scale, and pretrained priors all at once, so published comparisons cannot attribute performance to any single component. We argue that most of it comes from the visual representation, and that parameter scale and generative priors are largely incidental. To test...
Na Chen, Run-Qiu Yang, Jia-Wei Tang et al.
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