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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<!-- The above 3 meta tags *must* come first in the head; any other head content must come *after* these tags -->
<meta name="description" content="Aman Soni's Website">
<meta name="author" content="Aman Soni">
<link rel="icon" href="favicon.ico">
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gtag('js', new Date());
gtag('config', 'UA-131149907-1');
</script>
<title>Aman Soni's Website</title>
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<link href="css/bootstrap-social.css" rel="stylesheet" />
<link href="css/font-awesome.css" rel="stylesheet" />
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<link href="css/amansoni.css" rel="stylesheet">
</head>
<body>
<!-- Navigation -->
<nav class="navbar navbar-inverse navbar-fixed-top" role="navigation">
<div class="container">
<!-- Brand and toggle get grouped for better mobile display -->
<div class="navbar-header">
<button type="button" class="navbar-toggle" data-toggle="collapse" data-target="#bs-example-navbar-collapse-1">
<span class="sr-only">Toggle navigation</span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
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</button>
<a class="navbar-brand" href="#">Aman Soni</a>
</div>
<!-- Collect the nav links, forms, and other content for toggling -->
<div class="collapse navbar-collapse" id="bs-example-navbar-collapse-1">
<ul class="nav navbar-nav">
<li>
<a href="/personal-km.html">Knowledge Management</a>
</li>
<li>
<a href="/health-care.html">Health Care</a>
</li>
<li>
<a href="/education.html">Education</a>
</li>
<li>
<a href="/automation/smart-home/">SMART Home</a>
</li>
<li>
<a href="https://docs.google.com/presentation/d/1fDaCNMbnVnqK-_jZwWsVtwfSQ298pzPSHOG88KSKxFA/edit?usp=sharing">AI in Games</a>
</li>
</ul>
</div>
<!-- /.navbar-collapse -->
</div>
<!-- /.container -->
</nav>
<div class="container topdiv">
<div class="row">
<div class="col-sm-3 blog-sidebar">
<div class="sidebar-module sidebar-module-inset">
<h4 class="profile-about">Technologist</h4>
<img src="images/profile.jpg" class="img-responsive profile-image" />
<p>
PhD candidate. Writes text or frivolous code.
Reads sci-fi. Plays games.
Automates. Meditates. Runs. Socialises.
</p>
<p><a href='mailto:me@amansoni.com'>[email me at amansoni.com]</a></p>
<p>
<a class="btn btn-social-icon btn-twitter" href="https://twitter.com/amansoni" target="_blank"><span class="fa fa-twitter"></span></a>
<a class="btn btn-social-icon btn-facebook" href="https://www.facebook.com/aman.soni" target="_blank"><span class="fa fa-facebook"></span></a>
<a class="btn btn-social-icon btn-google" href="https://plus.google.com/u/0/111928298601167845848" target="_blank"><span class="fa fa-google"></span></a>
<a class="btn btn-social-icon btn-github" href="https://github.com/amansoni" target="_blank"><span class="fa fa-github"></span></a>
<a class="btn btn-social-icon btn-linkedin" href="https://www.linkedin.com/in/aman-soni" target="_blank"><span class="fa fa-linkedin"></span></a>
</p>
<div class="LI-profile-badge" data-version="v1" data-size="medium" data-locale="en_US" data-type="vertical" data-theme="dark" data-vanity="aman-soni"><a class="LI-simple-link" href='https://uk.linkedin.com/in/aman-soni?trk=profile-badge'>Aman Soni</a></div>
<div class="sidebar-module sidebar-module-inset">
<h4>Collaborators</h4>
<ul>
<li><a href="https://alice.aston.ac.uk" target='_blank'><abbr title="Aston Lab for Intelligent Collectives Engineering">ALICE</abbr></a></li>
<li><a href='https://www.facebook.com/AstonCSS/' target='_blank'>Aston Computer Science Society</a></li>
<li><a href='http://prlewis.com' target='_blank'>Peter Lewis (PhD Supervisor)</a></li>
<li><a href='http://www.aston.ac.uk/eas/staff/a-z/dr-aniko-ekart/' target='_blank'>Aniko Ekart (PhD Co- Supervisor)</a></li>
<li><a href='http://thomas-david.uk/' target='_blank'>Thomas Griffiths</a></li>
<li><a href='http://noagarciad.com/' target='_blank'>Noa Garcia</a></li>
</ul>
</div></div>
<!--div class="sidebar-module" id="qrcode">
<img src="images/qr-code.jpg" />
</div-->
</div>
<!-- /.blog-sidebar -->
<div class="col-sm-8 offset-cm1 blog-main">
<div class="blog-header">
<p> </p>
<p class="blog-description">
My research is on problem-independent algorithms for
sequential decision problems. I have a specific interest
in algorithm selection for resource-constrained environments.
I investigate how to compare the performance of nature-inspired
learning techniques (mostly reinforcement learning & evolutionary computing for now)
for dynamic optimisation.
AI guided data collection and risk classification for mental health.
Exploits the clinical expertise from thousands of trained practitioners. Can be used by anyone, anywhere.
</p>
<p class="blog-description">
Member of <a href='https://alice.aston.ac.uk'><abbr title="Aston Lab for Intelligent Collectives Engineering">ALICE</abbr></a>
at <a href='www.aston.ac.uk'>Aston University</a>.
</p>
</div><!-- /.blog-post -->
<div class="blog-post">
<h2 class="blog-post-title" id="publications">Publications</h2>
<p>
Aman Soni, Peter R. Lewis, and Anikó Ekárt.
"Offline and Online Time in Sequential Decision-Making Problems",
Proceedings of the IEEE Symposium Series on Computational Intelligence 2016.
<a href='http://ieeexplore.ieee.org/document/7849961/'>View</a>
Cite this paper:
<pre>
<code>@inproceedings{soni2016offline,title={Offline and online time in Sequential Decision-Making Problems},author={Soni, Aman and Lewis, Peter R and Ek{\'a}rt, Anik{\'o}},booktitle={Computational Intelligence (SSCI), 2016 IEEE Symposium Series on},pages={1--8},year={2016},organization={IEEE}}</code></pre>
</p>
<p>
Aman Soni, Peter R. Lewis, and Anikó Ekárt.
“Synergies Between Reinforcement Learning and Evolutionary Dynamic Optimisation.”
In: Artificial Life and Intelligent Agents. Springer International Publishing, 2016.
[to appear]
</p>
<p>Talks:
<ul>
<li><a href='http://www.theorsociety.com/Pages/Conferences/OR58/OR58.aspx'>The Operations Research Society - OR58 (September 2016)</a></li>
<li><a href='http://2016.aliasymposium.com/'>Artificial Life and Intelligent Agents - ALIA-2016 (June 2016)</a></li>
</ul>
</p>
</div><!-- /.blog-post -->
<div class="blog-post" id="projects">
<h1 class="blog-post-title">Project showcase</h1>
<p>Gaia chatbot for mental health self-assessment. This prototype chatbot is a new user interface into the
<a href='www.egrist.org'>GRiST</a> expert-system.</p>
<p>
<a href='http://digitalcyb.org/#/'>Try Gaia using the web interface</a>.
This prototype currently implements the suicide thoughts questions only.
Start the interaction using **I feel suicidal**.
<a href='https://www.youtube.com/watch?v=ssvc2FhGym8'>[Watch the video]</a>
<a href='https://github.com/digital-cyborg/gaia-grist-lexbot'>[View the chatbot code]</a>
<a href='https://github.com/digital-cyborg/aws-lex-web-ui'>[Code for the web UI]</a>
</p>
<p>Please have a look at <a href="https://amansoni.wordpress.com/">my blog</a> for older projects.</p>
</div><!-- /.blog-post -->
<div class="blog-post" id="astonhack">
<h3>AstonHack 2015</h3>
<p><a href='https://mlh,io'>Major League Hacking (MLH)</a> student hackathon at Aston University, November 2015. For a taste of a fun and innovative weekend, please view some videos from the event.
<iframe width="85%" height="315" src="https://www.youtube.com/embed/tCYdO77xpPk?list=PLd9QN6NwNc8UblWPaV9FuQXiTD8CJBeIf" frameborder="0" allowfullscreen></iframe>
</p>
<!--p>Or the 2015 story on Storify, or view the <a href='https://astonhack.co.uk'>event website</a>.
<div class="storify"><iframe src="https://storify.com/AstonUniversity/astonhack/embed?header=false&template=slideshow" width="100%" height="750" frameborder="no" allowtransparency="true"></iframe><script src="https://storify.com/AstonUniversity/astonhack.js?header=false&template=slideshow"></script><noscript>[<a href="//storify.com/AstonUniversity/astonhack" target="_blank">View the story on Storify</a>]</noscript></div>
</p-->
</div><!-- /.blog-post -->
<div class="blog-post" id="atos2017">
<h3>Cloud machine learning on sensor data</h3>
<p>
<a href="https://www.atositchallenge.net/">
<img src="https://www.atositchallenge.net/wp-content/uploads/2016/08/atos-blockchain.jpg" class="img-responsive" />
Application of latest mobile and IoT technologies for healthcare applications in the Atos 2017 IT Challenge.
</a>
</p>
</div><!-- /.blog-post -->
<!--div class="blog-post" id="hf16">
<h3>Hackference is always fun :)</h3>
<p>
<blockquote class="twitter-tweet" data-lang="en"><p lang="en" dir="ltr">"Are you happy?" uses sentiment analysis with your webcam to see if <a href="https://twitter.com/hackferencebrum">@hackferencebrum</a> is happier than <a href="https://twitter.com/justinbieber">@justinbieber</a>... 😞=🐈 <a href="https://t.co/nXc5eKO3L3">pic.twitter.com/nXc5eKO3L3</a></p>— Hackference Brum (@hackferencebrum) <a href="https://twitter.com/hackferencebrum/status/790179184056397824">October 23, 2016</a></blockquote>
<script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
View the <a href="https://join.skype.com/bot/fbc6ba5b-a53d-4550-a38b-509a39d83d25">Skype mental health bot</a> we built over
the weekend or have a look at the <a href="https://hf16.amansoni.com/">submission presentation</a>.
</p>
</div --><!-- /.blog-post -->
<!--div class="blog-post">
<a class="twitter-timeline" href="https://twitter.com/amansoni">My tweets</a>
<script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
</div -->
</div><!-- /.blog-main -->
</div><!-- /.row -->
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