US 12,075,542 B2
Controller for training a machine for automatizing lighting control actions and a method thereof
Dzmitry Viktorovich Aliakseyeu, Eindhoven (NL); Bartel Marinus Van De Sluis, Eindhoven (NL); and Tobias Borra, Rijswijk (NL)
Assigned to SIGNIFY HOLDING B.V., Eindhoven (NL)
Appl. No. 17/779,593
Filed by SIGNIFY HOLDING B.V., Eindhoven (NL)
PCT Filed Nov. 23, 2020, PCT No. PCT/EP2020/083028
§ 371(c)(1), (2) Date May 25, 2022,
PCT Pub. No. WO2021/105048, PCT Pub. Date Jun. 3, 2021.
Claims priority of application No. 19212133 (EP), filed on Nov. 28, 2019.
Prior Publication US 2023/0007753 A1, Jan. 5, 2023
Int. Cl. H05B 47/155 (2020.01); H05B 47/115 (2020.01)
CPC H05B 47/115 (2020.01) [H05B 47/155 (2020.01)] 14 Claims
OG exemplary drawing
 
1. A method for training a machine for automatizing lighting control actions, wherein the method comprises the steps of:
controlling one or more lighting devices based on a first set of control parameters;
controlling the one or more lighting devices based on a second set of control parameters; wherein the second set of control parameters is different from the first set of control parameters;
detecting presence of a user based on a presence signal output from a presence sensing means;
monitoring a response of the user related to the second set of control parameters; wherein monitoring comprises observing a user reaction to the second set of control parameters; wherein the response is monitored during a time period while the user presence has been detected; wherein the time period is ceased when the presence is no longer detected;
evaluating feedback of the user based on the monitored response; wherein the feedback is positive if no active response has been monitored; wherein an active response comprises controlling the one or more lighting devices based on a third set of control parameters based on a received user input; and wherein the feedback is negative if said active response is monitored; and
training the machine based on the evaluated feedback.