Parameterized statistical interaction policies

Data processing: artificial intelligence – Machine learning

Reexamination Certificate

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Details

C706S045000, C706S047000, C706S052000, C706S062000, C704S200000, C704S231000, C704S232000, C704S246000, C704S255000, C704S256000

Reexamination Certificate

active

07818271

ABSTRACT:
A method and apparatus are disclosed for selecting interaction policies. Values may be provided for a group of parameters for user models. Interaction policies within a specific tolerance of an optimal interaction policy for the user models may be learned. Up to a predetermined number of the learned interaction policies, within a specific tolerance of an optimal policy for the user models, may be selected for a wireless communication device. The wireless communication device, including the selected interaction policies, may determine whether any of a group of parameters, representing a user preference or contextual information with respect to use of the wireless communication device, is updated. When any of the group of parameters has been updated, the wireless communication device may select one of the selected interaction policies, such that the selected one of the selected interaction policies may determine a better interaction behavior for the wireless communication device.

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