Beam management using adaptive learning

An apparatus for wireless communication by a user equipment (UE), comprising:

• a memory;
• and
• a processor coupled to the memory, the processor and memory configured to:
• determine one or more beams to utilize for a beam management procedure using an adaptive learning algorithm that outputs an action based on one or more inputs;
• perform the beam management procedure using the determined one or more beams;
• receive feedback associated with the beam management procedure using the determined one or more beams, wherein the feedback is associated with the action;
• and
• adjust one or more weights applied to the one or more inputs to update the adaptive learning algorithm based on the feedback.

An apparatus for wireless communication by a user equipment (UE), comprising:

• means for determining one or more beams to utilize for a beam management procedure using an adaptive learning algorithm, wherein using the adaptive learning algorithm includes outputting an action based on one or more inputs;
• means for performing the beam management procedure using the determined one or more beams;
• means for receiving feedback associated with the beam management procedure using the determined one or more beams, wherein the feedback is associated with the action;
• and
• means for updating the adaptive learning algorithm based on the feedback, wherein updating the adaptive learning algorithm based on the feedback includes adjusting one or more weights applied to the one or more inputs.

A non-transitory computer readable medium storing computer executable code thereon for wireless communication by a user equipment (UE), comprising:

• code for determining one or more beams to utilize for a beam management procedure using an adaptive learning algorithm, wherein using the adaptive learning algorithm includes outputting an action based on one or more inputs;
• code for performing the beam management procedure using the determined one or more beams;
• code for receiving feedback associated with the beam management procedure using the determined one or more beams, wherein the feedback is associated with the action;
• and
• code for updating the adaptive learning algorithm based on the feedback, wherein updating the adaptive learning algorithm based on the feedback includes adjusting one or more weights applied to the one or more inputs.