HJ-Gauss computes viscous HJ reachability in up to 45 dimensions via Cole-Hopf linearization to Gaussian heat kernels and Monte-Carlo roll-outs, with O(N^{-1/2}) error bounds and linear scaling in state dimension.
We shall conclude the section by comparing the analytic and the overapproximated numerical solution (using the LevelSetPy toolbox) to the time to reach the origin problem
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HJ-Gauss: A Monte-Carlo HJ Reachability Scheme
HJ-Gauss computes viscous HJ reachability in up to 45 dimensions via Cole-Hopf linearization to Gaussian heat kernels and Monte-Carlo roll-outs, with O(N^{-1/2}) error bounds and linear scaling in state dimension.