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<p><i>[apologies for cross-posting]</i><b><br>
<br>
Postdoc Modeling the Dynamics of Decision making and its Interplay with Memory<br>
<br>
</b>Robots in interactions with humans need to predict their behavior and safely navigate around them. Such predictions can be especially hard when humans exhibit sudden shifts in behavior, often under stress and time pressure. For instance, a pedestrian can
decide not to cross the road in front of an autonomous vehicle but then change their mind. Such sudden choice reversals could have particularly strong impact in high-stakes scenarios such as human-robot interactions in traffic. What are the cognitive mechanisms
of humans’ changes-of-mind in dynamic tasks under time pressure? How do our past experiences affect such decisions? How can we model the ‘stress factor’ mathematically? In this project, your aim will be to 1) develop a neurally plausible cognitive model to
explain changes-of-mind in dynamic decision-making and its interplay with memory, and 2) collect a large-scale online dataset on dynamic decision-making to evaluate the model. This proof-of-concept study will break through the fundamental limitations of the
current models and will establish the basis for real-life applications of neurally plausible decision-making models.<o:p></o:p></p>
<p>In this project, you will be able to develop your skills in mathematical modeling and numerical simulation. You will work at TU Delft in the Faculty of Mechanical Engineering jointly at the Department of Cognitive Robotics and the Delft Center for Systems
and Control, supervised by Dr. Matin Jafarian and Dr. Arkady Zgonnikov.<o:p></o:p></p>
<p>Requirements<o:p></o:p></p>
<ul type="disc">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
<span style="mso-ligatures:none;mso-fareast-language:EN-IE">PhD in computational cognitive neuroscience or, alternatively, in applied mathematics or control engineering with motivated interest in human cognition</span><o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
<span style="mso-ligatures:none;mso-fareast-language:EN-IE">Strong teamwork skills and interest in highly interdisciplinary research</span><o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
<span style="mso-ligatures:none;mso-fareast-language:EN-IE">Affinity with teaching and supervising students</span><o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
<span style="mso-ligatures:none;mso-fareast-language:EN-IE">Solid programming skills</span><o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
<span style="mso-ligatures:none;mso-fareast-language:EN-IE">Proficiency in verbal and written English</span><o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
<span style="mso-ligatures:none;mso-fareast-language:EN-IE">Experience with one or more of the following topics is considered a plus</span>
<o:p></o:p>
<ul type="circle">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level2 lfo1">
<span style="mso-ligatures:none;mso-fareast-language:EN-IE">dynamical systems</span><o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level2 lfo1">
<span style="mso-ligatures:none;mso-fareast-language:EN-IE">stochastic differential equations</span><o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level2 lfo1">
<span style="mso-ligatures:none;mso-fareast-language:EN-IE">decision making</span><o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level2 lfo1">
<span style="mso-ligatures:none;mso-fareast-language:EN-IE">memory</span><o:p></o:p></li></ul>
</li></ul>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span lang="EN-US">Conditions of employment</span><o:p></o:p></p>
<ul type="disc">
<li class="MsoListParagraph" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:0cm;mso-list:l0 level1 lfo2">
<span lang="EN-US">Salary and benefits are in accordance with the Collective Labour Agreement for Dutch Universities (salary indication: € 4.036 - € 5.090 per month gross). The TU Delft offers a customisable compensation package, discounts on health insurance,
and a monthly work costs contribution. Flexible work schedules can be arranged.</span><o:p></o:p></li><li class="MsoListParagraph" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:0cm;mso-list:l0 level1 lfo2">
<span lang="EN-US">This postdoc position has a fixed-term contract of 12 months.</span><o:p></o:p></li></ul>
<p class="MsoNormal"><span lang="EN-US">More details/apply via <a href="https://www.tudelft.nl/over-tu-delft/werken-bij-tu-delft/vacatures/details/?jobId=15583">
https://www.tudelft.nl/over-tu-delft/werken-bij-tu-delft/vacatures/details/?jobId=15583</a> until January 15, 2024.</span><o:p></o:p></p>
<p class="MsoNormal"><span lang="EN-US"> </span><o:p></o:p></p>
<p class="MsoNormal"><span lang="EN-GB" style="mso-ligatures:none;mso-fareast-language:EN-IE">Best regards,</span><o:p></o:p></p>
<p class="MsoNormal"><span lang="EN-GB" style="mso-ligatures:none;mso-fareast-language:EN-IE">Arkady Zgonnikov</span><o:p></o:p></p>
<p class="MsoNormal"><span lang="EN-GB" style="mso-ligatures:none;mso-fareast-language:EN-IE">Assistant Professor</span><o:p></o:p></p>
<p class="MsoNormal"><span lang="EN-GB" style="mso-ligatures:none;mso-fareast-language:EN-IE">Human-Robot Interaction Group</span><o:p></o:p></p>
<p class="MsoNormal"><span lang="EN-GB" style="mso-ligatures:none;mso-fareast-language:EN-IE">Department of Cognitive Robotics
</span><o:p></o:p></p>
<p class="MsoNormal"><span lang="EN-GB" style="mso-ligatures:none;mso-fareast-language:EN-IE">Delft University of Technology</span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
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