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Unlock infinite-horizon coverage tasks with a novel kernel-based ergodic controller that overcomes the computational bottlenecks of existing finite-time methods.
Ditch the worst-case conservatism: this new MPC controller uses Stein Variational Inference to shape control laws around *relevant* uncertainties, boosting performance without sacrificing robustness.