System with a water-bearing household appliance and method for operating a water-bearing household appliance

Abstract: a system with a water-bearing household appliance includes a control device to execute a certain treatment program from a plurality of treatment programs, each treatment program including a number of sub-programs and a number of water changes and being determined by a number of program parameters. an observation unit provides an observation result by observing execution of the certain treatment program and an interpreter unit provides a reward by interpreting the observation result. a providing unit provides an adapted treatment program by adapting the certain treatment program using a treatment policy and a deep reinforcement learning process. the deep reinforcement learning process includes the reward as an input. a receiver unit receives the adapted treatment program and provides the adapted treatment program to the control device for execution of the adapted treatment program.

Inventor(s): Kai Paintner, Kuldeep Narayan Singh, Michael Rupp

CPC Classification: A47L15/46 (Devices for the automatic control of the different phases of cleaning {; Controlling devices ( takes precedence)})

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