Telefonaktiebolaget lm ericsson (publ) (20250005450). DYNAMIC ML MODEL SELECTION
DYNAMIC ML MODEL SELECTION
Organization Name
telefonaktiebolaget lm ericsson (publ)
Inventor(s)
Ahmad Ishtar Terra of Sundbyberg SE
Dagnachew Azene Temesgene of Johanneshov SE
DYNAMIC ML MODEL SELECTION
This abstract first appeared for US patent application 20250005450 titled 'DYNAMIC ML MODEL SELECTION
Original Abstract Submitted
methods and apparatus for dynamically selecting an action to be taken in an environment. a method comprises receiving, at a ml agent hosting the plurality of ml models, information about a state of the environment, wherein the information about the state of the environment comprises safety information, and analysing the safety information to determine a risk value for the state of the environment. the method further comprises selecting one of the plurality of ml models, wherein the selection is based on the determined risk value, and processing the information about the state of the environment using the selected ml model to generate a state prediction. the method also comprises generating one or more suggested actions to be performed on the environment using the state prediction.