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. 2020 Nov 26;14:565702. doi: 10.3389/fnbot.2020.565702

Table 1.

Comparison between user adaptive, neural network predictive control (NNPC), and Q-learning control.

Walking speed (km/h) NRMSE(%)
User-adaptive NNPC Q-learning
2.4 2.70 0.81 0.78*
3.6 3.65 0.61* 0.88
5.4 3.46 2.42 0.52*
Average 3.27 1.28 0.73*
*

Best performance.