Robot Motion Planning Method Based on Incremental High-Dimensional Mixture Probabilistic Model

Figure 2

Comparison of the GMMs’ performance under different numbers of components.

(a) Generalization error probability of GMMs

(b) The average calculation time required for GMMs to perform probabilistic calculations