Research Article

A Fusion Method of Local Path Planning for Mobile Robots Based on LSTM Neural Network and Reinforcement Learning

Table 1

Domain and semantics of fuzzy variables.

Fuzzy VariabledLMdMdRMAngle_θ

Discourse domain[0,5] m[−3π/2, 3π/2][0,0.8] m/T
Fuzzy linguistic variable/Corresponding semanticsNFNearFarLBThe robot is at the left rear of the target pointSMFSlowMediumFast
LThe robot is at the left front of the target point
MThe robot is at the front of the target point
RThe robot is at the right front of the target point
RBThe robot is at the right rear of the target point