Learning from Observing: Vision and POIROT - Using Metareasoning for Self Adaptation
Mark H. Burstein, Robert Bobrow, William Ferguson, Robert Laddaga, Paul Robertson · 2010
We present a cognitive architecture that heavily utilizes metareasoning for self adaptation. The architecture is derived in part from neuroscience data and theories about the operation of the human vision system. We also discuss how this architecture is applied in the POIROT system, which learns web services workflow from “observing” a small number of expert examples.