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Prettify README.md
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README.md

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@@ -106,10 +106,15 @@ trajectory horizon is 20 and `num_support_pts` is 5, then 5 control points evenl
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trajectory is interpolated using the kernel. The kernel is applied to the control signal, not the state signal.
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MPPI without smoothing
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![MPPI](https://imgur.com/aXSo3Ib.gif)
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[SMPPI](https://arxiv.org/pdf/2112.09988) smoothing by sampling noise in the action derivative space doesn't work well on this problem
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![SMPPI](https://imgur.com/y1hvqlD.gif)
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KMPPI smoothing with RBF kernel works well
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![KMPPI](https://imgur.com/mZmbC4S.gif)
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