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Karlsruhe Institute of Technol- ogy
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Aligning utility training with policy optimization, PAWS overcomes distribution shifts that cripple traditional preference-based reinforcement learning methods.
Mapping point clouds into Fourier space unlocks high-frequency features, drastically improving robotic manipulation performance across diverse tasks.
