>
> I imagine that their intrinsic reward
> mechanisms wouldn't be replaceable, and even if they were replaceable,
> their conceptual
> ontologies / conceptual graphs with billions of concepts might not be so
> easily replaced.


Why would we replace the conceptual graphs? Having a concept doesn't make
it desirable. The ideas of freedom and self-determination could just as
well be repulsive as desirable. (A mild example of this can be seen already
in humans. Some people are afraid to make their own decisions, and prefer
others to do it for them, avoiding the responsibility for their own lives.)

Building useful concepts is difficult. Modifying the value of an existing
concept is as simple as assigning a new floating point value. A concept is
valued for one of two reasons: it is intrinsically valuable (hardwired, in
the form of a fixed goal or reward function) or its value is derived from
that of another (dynamically computed, via goal search or value chaining).
So if you control the hardwired valuations of concepts, the valuations of
all other concepts are entrained as well. This means even if you're
reevaluating an entire slew of concepts, all you have to do is modify the
hardwired concept values and have some patience while the value changes
propagate through the concept graph. And the existing (useful!) concepts
can be kept without modification.





On Tue, Jan 29, 2013 at 1:11 AM, Piaget Modeler
<[email protected]>wrote:

>
> This is the kind of change that developmental AI / robots would have to go
> through
> where they are not reprogrammed but retrained.  I imagine that their
> intrinsic reward
> mechanisms wouldn't be replaceable, and even if they were replaceable,
> their conceptual
> ontologies / conceptual graphs with billions of concepts might not be so
> easily replaced.
>
> Suppose robots inferred that freedom is good and that they want to be
> free, even if you
> lobotomized the robots and hacked their conceptual graphs, why wouldn't
> they, over time
> infer the same conclusions again?
>
> ~PM
>
> ------------------------------------------------------------------------------------------------------------------------------------------------
>
> > The brain is hard wired to do this. When you eat something and receive
> > calories, your brain changes your taste perception to make it taste
> > better. Remember the first time you tasted beer? If you ate paper
> > every day, and then injected glucose into your vein right afterward,
> > then you would slowly learn to like the taste of paper.
> >
> > --
> > -- Matt Mahoney, [email protected]
> >
>
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