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<div style="direction: ltr;">
<div style="direction: ltr;">This is really relevant for many of us, so I suggest we skip the ITA meeting and attend this talk tomorrow (including the interns).</div>
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<div style="direction: ltr;">Seb</div>
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<div style="direction: ltr;">Sent from my mobile device</div>
<div style="direction: ltr;">———</div>
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<div style="direction: ltr;">Dr Sebastian Stein</div>
<div style="direction: ltr;">Tel: +44 (0) 23 8059 7645</div>
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<div id="divRplyFwdMsg" dir="ltr"><font face="Calibri, sans-serif" style="font-size:11pt" color="#000000"><b>From:</b> Tran-Thanh L.<br>
<b>Sent:</b> Thursday, July 4, 2019 7:08:38 AM<br>
<b>To:</b> ecs-aic@all.soton.ac.uk; ecs-vlc@all.soton.ac.uk; ecs-wais@all.soton.ac.uk<br>
<b>Cc:</b> ecs-cps@all.soton.ac.uk<br>
<b>Subject:</b> Re: Next AIC seminar on multi-agent Reinforcement Learning and planning - Venue: Bld32/3077</font>
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<div class="">Dear all,</div>
<div class=""><br class="">
</div>
<div class="">This is a gentle reminder that we will have Stefano Albrecht from Edinburgh speaking tomorrow at 2pm at our AIC seminar.</div>
<div class=""><br class="">
</div>
<div class="">Note that the venue as been finalised: Bld32, room 3077</div>
<div class=""><br class="">
</div>
<div class="">For further details, see the attached email below.</div>
<div class=""><br class="">
</div>
<div class="">Best regards,</div>
<div class="">Long</div>
<br class="">
<div class="">
<div style="word-wrap: break-word; -webkit-nbsp-mode: space; -webkit-line-break: after-white-space;" class="">
<div style="color: rgb(0, 0, 0); font-family: Helvetica; font-size: 11px; font-style: normal; font-variant-caps: normal; font-weight: normal; letter-spacing: normal; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px; -webkit-text-stroke-width: 0px;">
--------<br class="">
Dr. Long Tran-Thanh<br class="">
Lecturer<br class="">
--<br class="">
Agents, Interaction, and Complexity Group,<br class="">
Electronics and Computer Science,<br class="">
University of Southampton, SO17 1BJ<br class="">
--<br class="">
<a href="https://www.ecs.soton.ac.uk/people/ltt1m09" class="">https://www.ecs.soton.ac.uk/people/ltt1m09</a><br class="">
tel: +44 (0) 2380593715</div>
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<blockquote type="cite" class="">
<div class="">On 1 Jul 2019, at 08:38, Tran-Thanh L. <<a href="mailto:L.Tran-Thanh@soton.ac.uk" class="">L.Tran-Thanh@soton.ac.uk</a>> wrote:</div>
<br class="Apple-interchange-newline">
<div class="">
<div style="word-wrap: break-word; -webkit-nbsp-mode: space; -webkit-line-break: after-white-space;" class="">
<div class=""><span style="background-color: rgb(255, 255, 255);" class="">Dear all,</span></div>
<div class=""><span style="background-color: rgb(255, 255, 255);" class=""><br class="">
</span></div>
<div class=""><span style="background-color: rgb(255, 255, 255);" class="">Stefano Albrecht from Edinburgh will be speaking at out next AIC seminar. Please let me know if you would like to talk to him in person (and/or going out for dinner later). </span></div>
<div class=""><span style="background-color: rgb(255, 255, 255);" class=""><br class="">
</span></div>
<div class=""><span style="background-color: rgb(255, 255, 255);" class="">Details are below:</span></div>
<div class=""><span style="background-color: rgb(255, 255, 255);" class=""><br class="">
</span></div>
<div class=""><span style="background-color: rgb(255, 255, 255);" class="">Date & Time: Friday 5 July, 2-3pm</span></div>
<div class=""><span style="background-color: rgb(255, 255, 255);" class="">Venue: TBA</span></div>
<div class=""><span style="background-color: rgb(255, 255, 255);" class=""><br class="">
</span></div>
<div class=""><br class="">
</div>
<span style="background-color: rgb(255, 255, 255);" class="">Title: </span><br style="background-color: rgb(255, 255, 255);" class="">
<span style="background-color: rgb(255, 255, 255);" class="">Challenges in building autonomous agents that interact with other agents</span><br style="background-color: rgb(255, 255, 255);" class="">
<br style="background-color: rgb(255, 255, 255);" class="">
<span style="background-color: rgb(255, 255, 255);" class="">Abstract:</span><br style="background-color: rgb(255, 255, 255);" class="">
<span style="background-color: rgb(255, 255, 255);" class="">A core aim of artificial intelligence research is to develop autonomous agents capable of effective interaction with other agents to solve complex tasks. I will discuss some of the challenges faced
when designing such agents, focussing on two main processes: reasoning about the intent and decision making of other agents based on historical and contextual data, and incorporating such reasoning to plan robust, efficient, and safe actions. In the first
part I will discuss the problem of model criticism in multi-agent interaction and our research in this area. I will also discuss applications to secure authentication in computer networks and interaction-aware planning for autonomous vehicles.</span><br style="background-color: rgb(255, 255, 255);" class="">
<br style="background-color: rgb(255, 255, 255);" class="">
<span style="background-color: rgb(255, 255, 255);" class="">Short bio:</span><br style="background-color: rgb(255, 255, 255);" class="">
<span style="background-color: rgb(255, 255, 255);" class="">Dr. Stefano V. Albrecht is Lecturer in Artificial Intelligence in the School of Informatics, University of Edinburgh, where he leads the Autonomous Agents Research Group (</span><a class="moz-txt-link-freetext" href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fagents.inf.ed.ac.uk&data=01%7C01%7C%7C2feb90171c484a3b661008d70049618a%7C4a5378f929f44d3ebe89669d03ada9d8%7C0&sdata=DEygtrFF4KqyXZrsgPOVUlNDU5PIis72KbM5pZhczDw%3D&reserved=0" originalsrc="http://agents.inf.ed.ac.uk" shash="AeHW/j+X/7F2p4TvP6Qcbib38poQKd+06QU5CZeFRXgjxYblPHUFWD0sj9iwT0iRNcyfANsenyq6byuzCiZ8YORM5HE7Ap7/xuHxpau0YbdHM1FPxqawSLkfcIpzYt9LbdzPcUyVLAHsMv0FVT90DD9RSjbx54AQeQIoHVFAL7A=" originalsrc="http://agents.inf.ed.ac.uk" shash="bYY433MtswDomPPneo8hxkZh5/0hjqCr5ACgCQrwF84qejtLDDr6rGv/1P9bX5Bi4QkzVnvFjNPWYjBfSA8uMEp+4/Em/O4i7xtt4oW2LT4CRdr6woWox3F2WWtHHYzxoVIgsTQXwfV5hfq8C6Kka849POzhMgBNcek3ngykbfQ=" originalsrc="http://agents.inf.ed.ac.uk" shash="AQl5Y0t+1KXXrIaqpz0iJ8cU6yvfr+lVePC0fKVYs5CDkOqpclVSsLOQb4EzIBL/i/YD+jbp8BDdFd+4y66UbQfDYnGwxodI7oWyLLc+/6/jG1mbKcphJ3ZD8Ghyk00NLBsDKJyEAjj2yOVJ210ioL/2PHuFZaX+Fen0o7pDtew=" originalsrc="http://agents.inf.ed.ac.uk" shash="c439UloaGYCixlqNqHWExL1KWjaBkPLZw0KteK6jdX0UQa2D0kTQO2Syk7PRrFbFsGhO8sPP/w9LkSr5KmqsJtN31jbOUI+m6lQe3UFThJN8MJxNaj2iJj7kVCfnz59JeWxeeh87RzfGys8GNH74O07O3fpc4MPMDU64BCU2t6o=" style="background-color: rgb(255, 255, 255);">http://agents.inf.ed.ac.uk</a><span style="background-color: rgb(255, 255, 255);" class="">).
His research interests are in the areas of autonomous agents, multi-agent systems, machine/reinforcement learning, and game theory, with a focus on sequential decision making under uncertainty. His research on multi-agent interaction and complex probabilistic
inference has been published in leading AI conferences and journals, including IJCAI, AAAI, UAI, AAMAS, AIJ and JAIR. Dr. Albrecht is a Royal Society Industry Fellow working with UK-based company FiveAI to research and develop artificial intelligence technologies
for autonomous vehicles. Previously, Dr. Albrecht was a postdoctoral fellow at The University of Texas at Austin supported by a fellowship from the Alexander von Humboldt Foundation. He obtained his PhD (2015) and MSc (2011) degrees in artificial intelligence
from Edinburgh University and a BSc degree (2010) in computer science from TU Darmstadt.</span><br style="background-color: rgb(255, 255, 255);" class="">
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