Patent №
US 8,959,042
Granted
2015-02-17
Filed 2012
Owner
THE BOEING COMPANY
Lab
—
AI components
4
ml · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
13405698
A computer-based method for analyzing the costs of agent's behaviors is described. The method includes storing data relating to a previously observed behavior of at least one of an agent of interest and at least one agent that can be assumed to hold similar utilities to the agent of interest, such that an agent class is defined, deriving with a processing device and based on the stored data, a resolving utility function, and observing a sequence of behavior of the agent of interest. The method also includes inputting the observed behavior sequence to an analyzer, deriving with a processing device and based on the observed sequence of behavior, a set of costs that the agent of interest incurred for their observed behavior, and comparing the resolving utility function derived from stored data to the set of costs derived from the observed sequence of behavior to determine anomalous behavior.
AI classification
Ownership
THE BOEING COMPANY
assignment · 277670001
Assignors
SINGLIAR, TOMAS, MARGINEANTU, DRAGOS DORIN
On an employer assignment, the assignors are typically the inventors.