The invention discloses a
Mecanum wheel omnidirectional
robot anti-interference control method and
system, and relates to the technical field of
robot anti-interference control, and the method comprises the steps: collecting multi-source
original data, and carrying out the preprocessing; multi-
source data fusion is carried out, a current operation condition is identified based on a fusion result, and an augmented state is generated; calculating a baseline control instruction; inputting to the
reinforcement learning agent, and outputting a corresponding compensation instruction; adding the baseline control instruction and the compensation instruction to obtain a candidate control instruction; inputting to the security constraint
projector, and correcting to obtain a final control instruction; issuing to a motor driver of the
Mecanum wheel for execution; and actual state data of the executed
robot is collected as execution feedback data, and the execution feedback data and a new target instruction are used for generating standardized
observation data at the next moment. According to the invention, cross-working-condition high-precision, fast-
recovery, low-energy-consumption and compliant-constraint omnidirectional
chassis anti-interference control is realized, and the
tail robustness and the
system safety and reliability are improved.