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Motoneuron-Inspired Sampling for Model Predictive Path Integral Control

Poignant, Alexis et al.
arXiv (All) · Papers
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robotics
Model Predictive Path Integral (MPPI) control relies on stochastic trajectory sampling, and its performance under limited rollout budgets depends strongly on the structure of the proposal distribution. Standard implementations commonly perturb control sequences with Gaussian noise, despite growing e
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