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Probabilistic Reachability and Invariance Computation of Stochastic Systems using Linear Programming
We consider the safety evaluation of discrete time, stochastic systems over a finite horizon.
A real-time GP based MPC for quadcopters with unknown disturbances
Unfortunately, the computational complexity of inference and learning on classical GPs scales cubically, which is intractable for real-time applications.
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