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C00002 00002 ~In order to substantiate the idea that there is a science of common
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~In order to substantiate the idea that there is a science of common
sense to be discovered, I wish to recount some of AI's current
difficulties in the area. We are interested in computer programs
that will solve problems that involve action in the world - for
example handling physical objects. In order to get a start we
simplify problems. Here are some of the simplifications.
&. In the real world many people (4 billion) are acting at
once and even more natural events are occurring. We have difficulty
with even two people acting at once, so we simplify to a single
actor. Everything that happens is what he does.
&. In the real world our actor acts continuously, and this we
don't yet know how to express the facts about this so that a computer
can use them for predicting the consequences of actions, so we
imagine it to act discretely, i.e. each action produces a change in
the situation, and then the next action changes that situation.
&. In the real world some of what the actor does is intended
to get information. We simplify this and deal only with the laws
that give the physical consequences of his actions, so that its plans
must be based on the information it has.
&. In the real world the actor must choose plans that work in
any state of the world in which certain facts are true. E.g. he must
plan in a situation in which Joe has a pet that is either a cat or a
dog but it is unknown which. We simplify to situations in which the
actor knows all the relevant facts.
Now can you believe that there are still difficulties in
finding a scheme for representing what the actor knows about the
world. One set of difficulties - called the frame problem - concerns
how to specify what changes and what remains the same when an action
is taken.