Hi Mike,

Look into TemporalMultiStep inference (search for "TemporalMultiStep" in
NuPIC). Looks like the CPU example does multi-step prediction, predicting
the frame 5 steps from now. You can change the steps predicted to be a list
that contains all integers from 1 to N, if you'd like.

- Chetan


On Fri, Mar 14, 2014 at 9:57 AM, Mihai Polceanu <[email protected]> wrote:

> Hello,
>
> I stumbled upon nupic a couple of days ago, and started tinkering with it,
> with the aim of getting predictions on a function's output.
>
> More specifically, I would like nupic to observe how an arbitrary function
> behaves, and then be able to know at time T what the value of the function
> is (or is expected to be), with or without observing it.
>
> Some extra context on what I want to do:
>
> scenario 1 -- to have a simple agent whose behavior is given by a function
> (like a simple state machine for example) which can be observed (and
> learned) by nupic, and then stop observations but still have "an idea" of
> what the agent is doing at any given time.
>
> scenario 2 -- at any time, I would like to be able to compute the
> prediction for the next N steps in the future, and only then (when I get to
> the future) compare my predictions (which I already have) to the real
> function output.
>
>
> From what I read and tested, it looks like nupic could help me with what I
> need. However, I have tested the cpu example, but found it to predict only
> the current frame. I also searched in the mailing lists and other examples,
> but could not figure out the solution. How can I access future predictions ?
>
> Thank you !
>
> Mike
>
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>
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