Keyan Mahmoud Ghazi-Zahedi

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SFI Working Papers contain accounts of scienti5ic work of the author(s) and do not necessarily represent the views of the Santa Fe Institute. We accept papers intended for publication in peer-­‐reviewed journals or proceedings volumes, but not papers that have already appeared in print. Except for papers by our external faculty, papers must be based on work(More)
We consider the causal structure of the sensorimo-tor loop (SML) and represent the agent's policies in terms of conditional restricted Boltzmann machines (CRBMs). CRBMs can model non-trivial conditional distributions on high dimensional input-output spaces with relatively few parameters. In addition, their Glauber dynamics can be computed efficiently to(More)
SFI Working Papers contain accounts of scienti5ic work of the author(s) and do not necessarily represent the views of the Santa Fe Institute. We accept papers intended for publication in peer-­‐reviewed journals or proceedings volumes, but not papers that have already appeared in print. Except for papers by our external faculty, papers must be based on work(More)
Erklärung Hiermit versichere ich, diese Arbeit selbständig verfaßt und nur die angegebenen Quellen benutzt zu haben. A social network is a formal representation of actors and the relations between them. Actors, in this context, can be persons, like students in a classroom, or companies, having economic relations (see Figure above). Representing a social(More)
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