Another information theoretic principle with capabilities possibly similar
to the ones in the paper is empowerment. It can for example also make poles
swing up: http://www.worldscientific.com/doi/abs/10.1142/S0219525912500798
(sorry
for not providing an open link, if you are willing to wait a day or so, I
can get it for you, just mail me).
Empowerment also depends on the possible futures of a state, but on top of
that on control over these futures ( here is an open access paper on it
http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0004018)

Thanks Robert for posting this, it is a very interesting paper. Also this
came just when I was thinking about quitting my lurking on this list.

Disclaimer: I work with the authors of the papers above. If you are
interested here is some related work by other people (you guys all know
Schmidthuber and Ben mentioned him so he is not in the list) I don't
understand Friston, but it always sounds great.

*

Karl Friston (2012)

A Free Energy Principle for Biological Systems

Entropy, 14, 2100-2121; doi:10.3390/e14112100

Georg Martius, Ralf Der, Nihat Ay (2013)

Information driven self-organization of complex robotic behaviors

http://arxiv.org/abs/1301.7473

Susanne Still, David A. Sivak, Anthony J. Bell, and Gavin E. Crooks (2012)

Thermodynamics of Prediction

Phys. Rev. Lett. 109, 120604.

Naftali Tishby, Daniel Polani (2011)

Information Theory of Decisions and Actions

In: Perception-Action Cycle, Springer Series in Cognitive and Neural
Systems, pp 601-636.

*







2013/4/21 Tim Tyler <[email protected]>

>  On 21/04/2013 00:53, Giovanni Santostasi wrote:
>
>  But here it is claimed that intelligent behavior is associated with entropy
> maximization over histories not minimization. What is going on?
>
>
> Roderick Dewar claims to derive more general versions of Prigogine’s
> principle of minimum entropy production from MaxEnt here:
>
> Maximum entropy production and the fluctuation theorem - R C Dewar
>
>  - http://www.swarmagents.cn/thesis/doc/jake_210.pdf
>
> He claims this reproduces Prigogine’s principle without the usual
> near-equilibrium assumption.
>
> Maximum entropy production is much bigger than Prigogine's ideas.
>
> --
> __________
>  |im |yler  http://timtyler.org/  [email protected]  Remove lock to reply.
>
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