The invention discloses a
machining control method, device and
system based on a five-axis
machining machine tool and a medium. The method comprises the steps that geometrical characteristic parameters of a to-be-machined workpiece and tool characteristic information are obtained, a
cutting force model is established according to the obtained geometrical characteristic parameters, and
cutting force distribution conditions under different paths are calculated; in the
cutting force model, based on the
cutting force distribution condition and the geometric feature parameters, generating an optimal cutter path corresponding to the cutter feature information by using a path optimization
algorithm; according to the generated
tool path and tool feature information, establishing a
simulation environment of the five-axis
machining tool, and simulating motion states of the tool in different paths; in the
simulation environment, setting a reward function including path smoothness and
cutting force stability; using a
reinforcement learning algorithm to optimize the fairness of the
tool path, and generating a smooth
tool path; verifying the generated smooth tool path in a
simulation environment; and triggering a
processing execution instruction. The machining precision and the surface quality are improved.