Monte Carlo Localization
Approximate Bayes Estimation/Filtering
- Full posterior estimation
- Converges in O(1/?#samples) [Tanner’93]
- Robust: multiple hypothesis with degree of belief
- Efficient: focuses computation where needed
- Any-time: by varying number of samples
- Easy to implement ?
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