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<div class="moz-forward-container">The “<a
href="https://uni-tuebingen.de/fakultaeten/mathematisch-naturwissenschaftliche-fakultaet/fachbereiche/informatik/lehrstuehle/cognitive-modeling/"
moz-do-not-send="true">Neuro-Cognitive Modeling</a>” Group led
by Prof. Dr. Martin Butz at the University of Tübingen, Germany,
partially
<p class="MsoNormal">in collaboration with the “<a
href="https://hmc-lab.com/" moz-do-not-send="true">Human and
Machine Cognition</a>” lab led by Dr. Charley M. Wu
(University of Tübingen, Cluster of Excellence "Machine
Learning") as well as partiallyin collaboration with the Prof.
Dr. Pablo Lanillos Pradas, part of the <a
href="https://www.ru.nl/donders/research/theme-4-neural-computation-neurotechnology/research-groups-theme-4/artificial-cognitive-systems/"
moz-do-not-send="true">Artificial Cognitive Systems group</a>
at the Donders Institute, Radboud University, Nijmegen, <br>
</p>
<p class="MsoNormal">invites applications for <b
style="mso-bidi-font-weight: normal">two</b> open</p>
<p class="MsoNormal"><b>PhD position (m/f/d; E13 TV-L, 65%, 3
years)</b></p>
<p class="MsoNormal">on the study and modeling of both <b>compositional
reasoning</b> and the emergence of <b
style="mso-bidi-font-weight:normal">event-predictive agency</b>
in robots. </p>
<p class="MsoNormal">Humans are able to re-instantiate previously
learned structures and generalize them to novel contexts in
meaningful, goal-directed manners. Our aim is to build
computational (particularly Bayesian and artificial neural
network) models that capture the human ability to (i) acquire
compositional structures from experience and (ii) apply these
structures to novel situations in a one-shot, or few-shot,
goal-directed manner. Potential topics include:</p>
<ul style="margin-top:0cm" type="disc">
<li class="MsoNormal" style="mso-list:l0 level1
lfo1;tab-stops:list 36.0pt">The role of inductive biases in
inferring hidden conceptual structure from few examples;</li>
<li class="MsoNormal" style="mso-list:l0 level1
lfo1;tab-stops:list 36.0pt">Adapting behavior
context-dependently and in an anticipatory manner through
event-predictive cognition;</li>
<li class="MsoNormal" style="mso-list:l0 level1
lfo1;tab-stops:list 36.0pt">Inferring causal structures and
agency-induced forces via active, epistemic interactions with
– and observations of – the environment;</li>
<li class="MsoNormal" style="mso-list:l0 level1
lfo1;tab-stops:list 36.0pt">Inferring goals of other agents,
including apparent subgoals as well as potential intentions; </li>
</ul>
<p class="MsoNormal"><b>About the position:</b></p>
<p class="MsoNormal">The candidate should hold a MSc degree in
cognitive science, computer science, psychology, computational
neuroscience, statistics, or a related discipline. Sufficient
experience in computer programming is mandatory (ideally Python
and Pytorch, but also other programming languages such as Java,
C++, R, TensorFlow, are a good start). The ideal candidate
should be interested and eager to invest their time into
unraveling cognition, how the mind works, and how AI may be
developed towards supporting environmental, social, and cultural
sustainability. </p>
<p class="MsoNormal">Note: the position in collaboration with
Charley Wu has also been posted separately.</p>
<p class="MsoNormal"><b>What we offer:</b></p>
<p class="MsoNormal">The position is funded either via the Cluster
of Excellence “<a
href="https://uni-tuebingen.de/en/research/core-research/cluster-of-excellence-machine-learning"
moz-do-not-send="true">Machine Learning: New Perspectives for
Science</a>” or a DFG project (German research foundation) on
the Emergence of Event-Predictive Agency in Robots. The position
will be embedded in the <a href="https://tuebingen.ai/"
moz-do-not-send="true">Tübingen AI Center</a>, the Cognitive
Science program and the <a
href="https://www.uni-tuebingen.de/csc" moz-do-not-send="true">Cognitive
Science Center</a> at the University of Tübingen. The
candidate will be given the opportunity to apply to join the <a
href="https://imprs.is.mpg.de/" moz-do-not-send="true">International
Max Planck Research School (IMPRS) for Intelligent Systems
(IS)</a>. Further interactions with experts from the <a
href="https://www.kyb.tuebingen.mpg.de/"
moz-do-not-send="true">MPI Biological Cybernetics</a> and <a
href="https://is.mpg.de/" moz-do-not-send="true">MPI
Intelligence Systems</a> will be encouraged and initiated.
Moreover, the DFG-funded project will also interact directly
with the <a href="https://www.ru.nl/donders/"
moz-do-not-send="true">Donders Institute at Radboud University</a>,
Nijmegen, The Netherlands.</p>
<p class="MsoNormal"><b>About Tübingen:</b></p>
<p class="MsoNormal">Tübingen is a scenic university town on the
Neckar river in South-Western Germany. The quality of life is
exceptionally high and the atmosphere is diverse, inclusive, and
international. Nearly everybody speaks English. Tübingen offers
excellent research opportunities due to the University, three
Max Planck institutes, the University Hospital, and Europe’s
largest AI research consortium. You can find out more about
Tübingen here: <a href="https://www.tuebingen.de/en/"
class="moz-txt-link-freetext" moz-do-not-send="true">https://www.tuebingen.de/en/</a></p>
<p class="MsoNormal"><b>How to apply: </b></p>
<p class="MsoNormal">Please send a cover letter, a research
statement describing your relevant interests (max 1 page), your
CV, the names and email addresses of 2-3 referees, and
unofficial copies of your University degrees <i>as a single PDF</i>
to Martin Butz (<a href="mailto:martin.butz@uni-tuebingen.de"
class="moz-txt-link-freetext" moz-do-not-send="true">martin.butz@uni-tuebingen.de</a>).
Please explicitly indicate your prior experience with conducting
experiments, computational modeling, machine learning, and/or
neuroimaging (EEG/fMRI). Skills and experience in computer
programming languages (e.g., Python, R, Matlab, Javascript,
Java, etc.), possibly publically available code examples (e.g.,
github, OSF, etc…), writing (in English), and the ability to
independently manage a project (of any type) should also be
mentioned.</p>
<p class="MsoNormal">We are committed to increase diversity in our
groups – thus, minority groups and female candidates are
particularly encouraged to apply. Equally qualified applicants
with disabilities will be given preference. The employment will
be carried out by the central administration of the University
of Tübingen. Please submit your application by <b>August 15<sup>th</sup>,
2022</b>.</p>
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<pre class="moz-signature" cols="72">--
Prof. Dr. Martin V. Butz
Computer Science, Cognitive Modeling
Office: Raum S411 - Hölderlinstr. 12
--
Eberhard Karls Universität Tübingen
Mail: Sand 14 • 72076 Tübingen • Germany
Phone +49 7071 29-70429 • Fax +49 7071 29-5719
<a class="moz-txt-link-abbreviated moz-txt-link-freetext" href="mailto:martin.butz@uni-tuebingen.de" moz-do-not-send="true">martin.butz@uni-tuebingen.de</a>
<a class="moz-txt-link-freetext" href="http://cm.inf.uni-tuebingen.de/" moz-do-not-send="true">http://cm.inf.uni-tuebingen.de/</a></pre>
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