<div dir="ltr"><h2 style="border:0px none currentcolor;color:rgb(0,16,24);font-size:14px;font-stretch:inherit;font-style:inherit;font-variant:inherit;font-weight:normal;letter-spacing:2px;line-height:100%;margin:0px 0px 13px;padding:0px;text-transform:uppercase;vertical-align:baseline">CPS WEEK 2021</h2><span style="color:rgb(53,68,80);font:inherit">
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                                <h2 style="font-family:inherit;border:0px none currentcolor;color:rgb(0,16,24);font-size:14px;font-stretch:inherit;font-style:inherit;font-variant:inherit;font-weight:normal;letter-spacing:2px;line-height:100%;margin:20px 0px 2px;padding:0px;text-transform:uppercase;vertical-align:baseline">LEAC (LEArning in Control)</h2>

<p style="font-family:inherit;border:0px none currentcolor;font-size:inherit;font-stretch:inherit;font-style:inherit;font-variant:inherit;line-height:inherit;margin:0px 0px 1em;padding:0px;vertical-align:baseline">The venue gathers leading experts to present cutting edge results within the data-driven design of control systems.</p><p style="border:0px none currentcolor;font-size:inherit;font-stretch:inherit;font-style:inherit;font-variant:inherit;line-height:inherit;margin:0px 0px 1em;padding:0px;vertical-align:baseline"><span style="color:rgb(0,16,24);font-family:"DIN Next W01 Bold",Helvetica,sans-serif;font-size:14px;font-stretch:inherit;font-style:inherit;font-variant:inherit;letter-spacing:2px;line-height:100%;text-transform:uppercase">Background</span></p><p style="font-family:inherit;border:0px none currentcolor;font-size:inherit;font-stretch:inherit;font-style:inherit;font-variant:inherit;line-height:inherit;margin:0px 0px 1em;padding:0px;vertical-align:baseline">Inquiries about the nature and structure of concepts,<br>data- vs. model-based knowledge, have become central<br>in CPS research. It is not surprising that the philosophical<br>rivals, empiricism and rationalism have been battling<br>for many hundred years. Despite advances in machine<br>learning and success stories in social and mass media,<br>learning is still very challenging.<br>This workshop is a consequence of the transition of the<br>CPS community from the model-based to data-based<br>methods. From the position of having only a few high quality<br>sensors to the case where data is omnipresent,<br>but often of varying quality. We strive to learn the<br>machines and infrastructures, to work autonomously,<br>work together and collaborate with people.<br>We need new paradigms for the theory and practice of<br>CPS. This workshop is the first step of joining research<br>forces in formalizing and subsequently solving learning,<br>safety assessment and verification problems.<br></p><h2 style="border:0px none currentcolor;color:rgb(0,16,24);font-size:14px;font-stretch:inherit;font-style:inherit;font-variant:inherit;font-weight:normal;letter-spacing:2px;line-height:100%;margin:20px 0px 2px;padding:0px;text-transform:uppercase;vertical-align:baseline">Call for Papers</h2><p style="border:0px none currentcolor;font-family:inherit;font-size:inherit;font-stretch:inherit;font-style:inherit;font-variant:inherit;line-height:inherit;margin:0px 0px 1em;padding:0px;vertical-align:baseline">We are inviting you to submit your work in progress on the topics related to the following areas and their applications:</p><p style="font-family:inherit;border:0px none currentcolor;font-size:inherit;font-stretch:inherit;font-style:inherit;font-variant:inherit;line-height:inherit;margin:0px 0px 1em;padding:0px;vertical-align:baseline"><span style="font:inherit">

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        <li style="border:0px none currentcolor;font:inherit;margin:0px;padding:0px;vertical-align:baseline">Reinforcement learning for CPS</li>
        <li style="border:0px none currentcolor;font:inherit;margin:0px;padding:0px;vertical-align:baseline">Machine learning techniques for CPS</li>
        <li style="border:0px none currentcolor;font:inherit;margin:0px;padding:0px;vertical-align:baseline">Modelling of human behavior and sociotechnical systems</li>
        <li style="border:0px none currentcolor;font:inherit;margin:0px;padding:0px;vertical-align:baseline">Safety verification and computation</li></ul><div>S U B M I S S I O N S<br>Please send up to 4 pages short papers<br>Submission Deadline: Feb 22, 2021<br>Weblink to LEAC and submissions:<br><a href="https://www.es.aau.dk/sections-labs/Automation-and-">https://www.es.aau.dk/sections-labs/Automation-and-</a><br>Control/Project+sites/swift/leac/<br></div><div><br></div><div><h2 style="border:0px none currentcolor;color:inherit;font-size:14px;font-stretch:inherit;font-style:inherit;font-variant:inherit;font-weight:normal;letter-spacing:2px;line-height:100%;margin:0px 0px 13px;padding:0px;text-transform:uppercase;vertical-align:baseline">Chairs</h2><div><p style="margin:0cm 0cm 0.0001pt;vertical-align:baseline;font-size:12pt;font-family:"Times New Roman",serif"><span style="font-size:10pt;color:rgb(31,78,121)"><a href="https://vbn.aau.dk/da/persons/102656" style="color:blue"><b><span style="color:rgb(31,78,121);border:1pt none windowtext;padding:0cm;text-decoration-line:none">Rafal Wisniewski</span></b></a> (University of Aalborg)</span></p><p style="margin:0cm 0cm 12pt;vertical-align:baseline;border-color:currentcolor;font-size:inherit;font-stretch:inherit;font-style:inherit;font-variant:inherit;line-height:inherit;font-family:"Times New Roman",serif"><span style="font-size:10pt;color:rgb(31,78,121)"><a href="mailto:raf@es.aau.dk">raf@es.aau.dk</a></span></p><p style="margin:0cm 0cm 0.0001pt;vertical-align:baseline;border-color:currentcolor;font-size:inherit;font-stretch:inherit;font-style:inherit;font-variant:inherit;line-height:inherit;font-family:"Times New Roman",serif"><span style="font-size:10pt;color:rgb(31,78,121)"><a href="https://www.strath.ac.uk/staff/bujorianumanueladr/" style="border-color:currentcolor;color:inherit;font-size:inherit;font-stretch:inherit;font-style:inherit;font-variant:inherit;line-height:inherit"><b><span style="border:1pt none windowtext;padding:0cm;text-decoration-line:none">Manuela-Luminita Bujorianu</span></b></a> (University of
Strathclyde)</span></p><p style="margin:0cm 0cm 0.0001pt;vertical-align:baseline;font-size:12pt;font-family:"Times New Roman",serif">





</p><p style="margin:0cm 0cm 12pt;vertical-align:baseline;border-color:currentcolor;font-size:inherit;font-stretch:inherit;font-style:inherit;font-variant:inherit;line-height:inherit;font-family:"Times New Roman",serif"><span style="font-size:10pt;color:rgb(31,78,121)"><a href="mailto:luminita.bujorianu@strath.ac.uk">luminita.bujorianu@strath.ac.uk</a></span></p></div></div></div></div>