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Planning to Learn: Real-Time Robust Adaptive Control on the GPU with Guaranteed Future Learning

Srinivasan, Anutam et al.
arXiv (All) · Papers
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machine-learningoptimization-and-controlroboticssystems-and-control
Robust adaptive control is vital for keeping robots safe while actively reducing uncertainty in unfamiliar settings. However, traditional methods are often conservative since they fail to account for guaranteed future parameter learning during planning and struggle to scale to high-dimensional syste
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