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<div class="moz-cite-prefix"><br>
<br>
In my opinion a new term IS justified, because one of the premises
of the L2M program at DARPA is that something is not right with
current approaches to the problem of learning in AI systems. They
have many failings, so some radically new thinking is required.
That, after all, is what DARPA is all about: encouraging
groundbreaking new ideas.<br>
<br>
If your suggestion were adopted, and the "Lifelong Learning
Machines" label were dropped in favor of some variant of one the
existing terms, what would be the point? That would be like
saying "The existing approaches are okay, and we need more of what
they are doing." That seems to me to be exactly the opposite of
the intention with the L2M program.<br>
<br>
And, apart from anything else, my own research does directly
address the problem of L2M, but at the same time it does not fit
anywhere inside the existing approaches. Your characterisation of
the field in the second paragraph below is, I am sorry to say,
completely irrelevant and almost meaningless in my own framework.<br>
<br>
I don't speak for DARPA, of course. This is just my take on it,
and my interpretation of what was said at the Proposers' Day.<br>
<br>
Richard Loosemore<br>
<br>
Susaro.<br>
<br>
<br>
<br>
<br>
On 4/17/17 3:51 PM, Danny Silver wrote:<br>
</div>
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<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Dear Hava and
others …<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">What is in a
name?
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Lifelong
Learning Machines <=
<b>Lifelong Machine Learning</b> <= Machine Lifelong
Learning <= Learning to Learn<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">All of the
above are concerned with the persistent and cumulative
nature of learning with machines. They are based on the
hypothesis that more efficient (shorter training times,
fewer training examples) and more effective (more accurate
hypotheses) learning relies on an appropriate inductive
bias, one source being prior knowledge from related tasks
(or examples from the same task domain). They should also
be concerned with the consolidation of knowledge acquired
through learning to support inductive bias, which forces one
to look at the representation of learned knowledge.
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">I have been
studying
<b>Lifelong Machine Learning</b> since 1993. The field has
gone from having no name to several vintages. This is an
appeal for the community to stay with the title “<b>Lifelong
Machine Learning</b>” unless there is some need to
distinquish “Lifelong Learning Machines” as a separate
discipline. <o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">In 1995, Rich
Caruana and I organized the first NIPS workshop on “Learning
to Learn: Knowledge Consolidation<br>
and Transfer in Inductive Systems". See <a
moz-do-not-send="true"
href="http://plato.acadiau.ca/courses/comp/dsilver/NIPS95_LTL/transfer.workshop.1995.html">http://plato.acadiau.ca/courses/comp/dsilver/NIPS95_LTL/transfer.workshop.1995.html</a><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">This workshop
produced a seminal book by Sebastian Thrun that solidified
the title “Learning to Learn” or L2L. See
<a moz-do-not-send="true"
href="http://robots.stanford.edu/papers/thrun.book3.html">http://robots.stanford.edu/papers/thrun.book3.html</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Over the next
decade myself and several others started to use the term
“Machine Lifelong Learning” or ML3.
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Our lab created
a ML3 contributor website that has fallen behind over the
years (<a moz-do-not-send="true"
href="http://ml3.acadiau.ca/%29">http://ml3.acadiau.ca/)</a>
being replaced by material on our current lab website <a
moz-do-not-send="true" href="http://mlrl.acadiau.ca/">http://mlrl.acadiau.ca/</a>
and by ResearchGate websites such as -
<a moz-do-not-send="true"
href="https://www.researchgate.net/profile/Daniel_Silver">https://www.researchgate.net/profile/Daniel_Silver</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">The L2L and ML3
titles lasted well into the first decade of the 2000s and
was used at the second NIPS workshop on the subject
“Inductive Transfer : 10 Years Later”. See
<a moz-do-not-send="true"
href="http://socrates.acadiau.ca/courses/comp/dsilver/Share/2005Conf/NIPS2005_ITWS/Website/index.htm">http://socrates.acadiau.ca/courses/comp/dsilver/Share/2005Conf/NIPS2005_ITWS/Website/index.htm</a><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Along the way
Mark Ring has distinquished “Continual Learning” in the
Reinforcement Learning paradigm as a process of learning
ever more complicated skills by building on those skills
already developed. See<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://www.cs.utexas.edu/%7Ering/Diss/index.html">https://www.cs.utexas.edu/~ring/Diss/index.html</a>
and his new company
<a moz-do-not-send="true" href="http://www.cogitai.com/">http://www.cogitai.com/</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Around about
2010, Eric Eaton and others started to use the term “<b>Lifelong
Machine Learning</b>” or
<b>LML</b> which many people have come to like. Please see
Eric’s webpage for some of the work he has been involved in
<a moz-do-not-send="true"
href="https://www.seas.upenn.edu/%7Eeeaton/research.html">https://www.seas.upenn.edu/~eeaton/research.html</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">So given that
we have the well-used term “<b>Lifelong Machine Learning</b>”
and that the name has changed a few times already, I really
do not cherish the community moving toward yet another
permutation of the three words “Lifelong”, “Machine”, and
“Leaning”, unless it is really a different research area …
In which case, I would ask that we use a significantly
different monicker. I make my case for sticking with the
title “<b>Lifelong Machine Learning</b>” with the list of
its uses shown below my signature. <o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Note that a new
research theme is starting to be used that brings together
machine learning and knowledge representation to solve one
of the Big AI problems. The problem is how to the learn
background knowledge so it can be used for reason and the
new title is “<b>Lifelong Machine Learning and Reasoning</b>”.
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Recently, I
created a ResearchGate project which is gaining followers
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://www.researchgate.net/project/Lifelong-Machine-Learning-and-Reasoning">https://www.researchgate.net/project/Lifelong-Machine-Learning-and-Reasoning</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">.. Danny <o:p>
</o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">==========================<o:p></o:p></span></p>
<p class="MsoNormal"><b><span
style="font-size:11.0pt;font-family:Calibri" lang="EN-CA">Daniel
L. Silver </span></b><span
style="font-size:11.0pt;font-family:Calibri"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri" lang="EN-CA">Professor
and Acting Director, Jodrey School of Computer Science</span><span
style="font-size:11.0pt;font-family:Calibri"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri" lang="EN-CA">Director,
Acadia Institute for Data Analytics</span><span
style="font-size:11.0pt;font-family:Calibri"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Acadia
University,<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Office 314,
Carnegie Hall, <o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Wolfville, Nova
Scotia Canada B4P 2R6<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri" lang="EN-CA"> </span><span
style="font-size:11.0pt;font-family:Calibri"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri" lang="EN-CA">t.
(902) 585-1413 </span><span
style="font-size:11.0pt;font-family:Calibri"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri" lang="EN-CA">f.
(902) 585-1067 </span><span
style="font-size:11.0pt;font-family:Calibri"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri" lang="EN-CA"> </span><span
style="font-size:11.0pt;font-family:Calibri"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="http://www2.acadiau.ca/index.php"><span lang="EN-CA">acadiau.ca</span></a><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://www.facebook.com/acadiauniversity"><span
lang="EN-CA">Facebook</span></a></span><span
style="font-size:11.0pt;font-family:Calibri" lang="EN-CA">
</span><span style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true" href="https://twitter.com/acadiau"><span
lang="EN-CA">Twitter</span></a></span><span
style="font-size:11.0pt;font-family:Calibri" lang="EN-CA">
</span><span style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://www.youtube.com/user/AcadiaWebmaster"><span
lang="EN-CA">YouTube</span></a></span><span
style="font-size:11.0pt;font-family:Calibri" lang="EN-CA">
</span><span style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://www.linkedin.com/company/acadia-university?trk=biz-companies-cym"><span
lang="EN-CA">LinkedIn</span></a></span><span
style="font-size:11.0pt;font-family:Calibri" lang="EN-CA">
</span><span style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://www.flickr.com/photos/acadiauniversity/albums"><span
lang="EN-CA">Flickr</span></a><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><img
id="_x0000_i1025"
src="cid:part17.062DC945.3A4D99C7@susaro.com" border="0"
height="56" width="270"></span><span
style="font-size:11.0pt;font-family:Calibri"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"> <o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">In recent
years, there has come to exist a wide variety of websites
that are currently using “<b>Lifelong Machine Learning</b>”
including those related to:<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Books:<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://www.cs.uic.edu/%7Eliub/lifelong-machine-learning.html">https://www.cs.uic.edu/~liub/lifelong-machine-learning.html</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Papers:<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="http://link.springer.com/content/pdf/10.1007/s11704-016-6903-6.pdf">Lifelong
machine learning: a paradigm for continuous learning</a><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="http://www.aaai.org/ocs/index.php/SSS/SSS13/paper/viewFile/5802/5977">http://www.aaai.org/ocs/index.php/SSS/SSS13/paper/viewFile/5802/5977</a><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="http://dl.acm.org/citation.cfm?id=2433459">http://dl.acm.org/citation.cfm?id=2433459</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://pdfs.semanticscholar.org/fb24/b6917eb42ccbf354371ee9565a3014b51e7c.pdf">https://pdfs.semanticscholar.org/fb24/b6917eb42ccbf354371ee9565a3014b51e7c.pdf</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://cs.byu.edu/colloquium/sentiment-analysis-and-lifelong-machine-learning">https://cs.byu.edu/colloquium/sentiment-analysis-and-lifelong-machine-learning</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://scholar.google.com/citations?user=Z_vWXgsAAAAJ&hl=en">https://scholar.google.com/citations?user=Z_vWXgsAAAAJ&hl=en</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Popular Press
Articles:<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://www.weforum.org/agenda/2017/01/lifelong-machine-learning/">https://www.weforum.org/agenda/2017/01/lifelong-machine-learning/</a><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="http://www.rollproject.org/lifelong-machine-learning-systems-optimisation/">http://www.rollproject.org/lifelong-machine-learning-systems-optimisation/</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Videos:<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://www.youtube.com/watch?v=wc2xn4g1-uU">https://www.youtube.com/watch?v=wc2xn4g1-uU</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Courses:<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://www.cs.uic.edu/%7Eliub/lifelong-learning.html">https://www.cs.uic.edu/~liub/lifelong-learning.html</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Tutorials and
Workshops:<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://www.cs.uic.edu/%7Eliub/IJCAI15-tutorial.html">https://www.cs.uic.edu/~liub/IJCAI15-tutorial.html</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://www.seas.upenn.edu/%7Eeeaton/AAAI-SSS13-LML/">https://www.seas.upenn.edu/~eeaton/AAAI-SSS13-LML/</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="http://repository.ust.hk/ir/Record/1783.1-73755">http://repository.ust.hk/ir/Record/1783.1-73755</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://bigdata.cs.dal.ca/news/2014-06-09-000000/seminar-lifelong-machine-learning-and-reasoning">https://bigdata.cs.dal.ca/news/2014-06-09-000000/seminar-lifelong-machine-learning-and-reasoning</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">Research
Websites:<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true" href="http://mlrl.acadiau.ca/">http://mlrl.acadiau.ca/</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://www.cs.uic.edu/%7Eliub/lifelong-learning.html">https://www.cs.uic.edu/~liub/lifelong-learning.html</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://www.seas.upenn.edu/%7Eeeaton/research.html">https://www.seas.upenn.edu/~eeaton/research.html</a><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><a
moz-do-not-send="true"
href="https://jaimefernandezdcu.wordpress.com/2016/10/24/lml/">https://jaimefernandezdcu.wordpress.com/2016/10/24/lml/</a>
<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri">++++++++
+++++++++ ++++++++++<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:Calibri"><o:p> </o:p></span></p>
<div style="border:none;border-top:solid #B5C4DF
1.0pt;padding:3.0pt 0cm 0cm 0cm">
<p class="MsoNormal"><b><span
style="font-family:Calibri;color:black">From: </span>
</b><span style="font-family:Calibri;color:black">Connectionists
<a class="moz-txt-link-rfc2396E" href="mailto:connectionists-bounces@mailman.srv.cs.cmu.edu"><connectionists-bounces@mailman.srv.cs.cmu.edu></a> on
behalf of Hava Siegelmann
<a class="moz-txt-link-rfc2396E" href="mailto:hava.siegelmann@gmail.com"><hava.siegelmann@gmail.com></a><br>
<b>Date: </b>Sunday, April 16, 2017 at 1:57 PM<br>
<b>To: </b><a class="moz-txt-link-rfc2396E" href="mailto:connectionists@mailman.srv.cs.cmu.edu">"connectionists@mailman.srv.cs.cmu.edu"</a>
<a class="moz-txt-link-rfc2396E" href="mailto:connectionists@mailman.srv.cs.cmu.edu"><connectionists@mailman.srv.cs.cmu.edu></a><br>
<b>Subject: </b>Re: Connectionists: Lifelong Learning
Machines - Call for Grants<o:p></o:p></span></p>
</div>
<div>
<p class="MsoNormal"><o:p> </o:p></p>
</div>
<div>
<p class="MsoNormal">Dear Connectionists, it was a typo,
Lifelong Learning Machine is NOW AVAILABLE - please read,
get together and apply.<o:p></o:p></p>
<div>
<p class="MsoNormal">We have the chance to start a new
chapter of AI.<o:p></o:p></p>
</div>
<div>
<p class="MsoNormal"><o:p> </o:p></p>
</div>
<div>
<p class="MsoNormal">Hava<o:p></o:p></p>
</div>
<div>
<p class="MsoNormal"><o:p> </o:p></p>
</div>
</div>
<div>
<p class="MsoNormal"><o:p> </o:p></p>
<div>
<p class="MsoNormal">On Fri, Apr 14, 2017 at 5:41 PM, Hava
Siegelmann <<a moz-do-not-send="true"
href="mailto:hava.siegelmann@gmail.com" target="_blank">hava.siegelmann@gmail.com</a>>
wrote:<o:p></o:p></p>
<blockquote style="border:none;border-left:solid #CCCCCC
1.0pt;padding:0cm 0cm 0cm
6.0pt;margin-left:4.8pt;margin-right:0cm">
<div>
<p class="MsoNormal">Dear Friends <o:p></o:p></p>
<div>
<p class="MsoNormal"><o:p> </o:p></p>
</div>
<div>
<p class="MsoNormal">Lifelong Learning Machines (L2M)
call for proposals (or in DARPA lingo BAA (Broad
agency announcement)) is not available online from
the DARPA portal<o:p></o:p></p>
</div>
<div>
<p class="MsoNormal"><o:p> </o:p></p>
</div>
<div>
<p class="MsoNormal">Note that there is also a link
for teaming to enable create small groups is you are
looking for collaborators.<o:p></o:p></p>
</div>
<div>
<p class="MsoNormal"><o:p> </o:p></p>
</div>
<div>
<p class="MsoNormal">Note that DARPA programs are once
in a lifetime rather than NSF/NIH with repeating
ideas. So start reading and prepare your
applications on time.<o:p></o:p></p>
</div>
<div>
<p class="MsoNormal"><o:p> </o:p></p>
</div>
<div>
<p class="MsoNormal"><o:p> </o:p></p>
</div>
<div>
<p class="MsoNormal">All the best and much luck -<o:p></o:p></p>
</div>
<div>
<p class="MsoNormal"><o:p> </o:p></p>
</div>
<div>
<p class="MsoNormal">Hava Siegelmann <o:p></o:p></p>
</div>
<div>
<p class="MsoNormal"><o:p> </o:p></p>
</div>
<div>
<p class="MsoNormal"><o:p> </o:p></p>
</div>
</div>
</blockquote>
</div>
<p class="MsoNormal"><o:p> </o:p></p>
</div>
</div>
</blockquote>
<p><br>
</p>
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