Prediction in Adaptive Intelligent Systems Architectures
Prediction in Adaptive Intelligent Systems Architectures
While the knowledge base in AIS can probably anticipate some of the
possible happenings, the system was designed more as reactive rather
than predictive. The dynamic control
architecture cycle is a simple plan-schedule-execute, where the
plans are meant to handle situations that the system thinks need
attention. Granted, the plans generated could include some predictive
factors, but, in general, they are meant as simple courses of actions
for handling past occurences. Our intuition is further confirmed by
their implementation of an asynchronous I/O
subsystem which can add new information from outside events to the
knowledge base at any time. This is information that the system does
not bother to (or can not) predict.
We should mention, however, that all the plans (i.e. agendas)
generated by the system are meant to achieve some goal. The system is,
therefore, implicitly, predicting that the execution of its agenda
will have the desired effects. This might or might not be the case.
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