EFTA01137423Set 9
10p4,485w
hardware and software features focused on rich emotional interaction with
human users.
Dr. itamar Arel: Scientific Advisor. Al and engineering professor at the University of Tennessee Knoxville, the
creator ... DeSTIN framework for machine perception (extensible to action as well), developed by Dr. Itamar Arel
and his students at the University of Tennessee, Knoxville; now an open-source software project ... manner that is inspired by the prior research and thinking of Goertzel, Hanson and Arel, but also has
critical novel aspects. The core of the project is a novel approach
https://www.justice.gov/epstein/files/DataSet%209/EFTA01137423.pdf
EFTA01103509Set 9
10p4,523w
hardware and software features focused on rich emotional interaction with
human users.
• Dr. Itamar Arel: Scientific Advisor. Al and engineering professor at the University of Tennessee Knoxville, the
creator ... DeSTIN framework for machine perception (extensible to action as well), developed by Dr. Itamar Arel
and his students at the University of Tennessee, Knoxville; now an open-source software project ... manner that is inspired by the prior research and thinking of Goertzel, Hanson and Arel, but also has
critical novel aspects. The core of the project is a novel approach
https://www.justice.gov/epstein/files/DataSet%209/EFTA01103509.pdf
EFTA01103525Set 9
2013-01-1610p4,658w
hardware and software features focused on rich emotional interaction with
human users.
• Dr. Itamar Arel: Scientific Advisor. Al and engineering professor at the University of Tennessee Knoxville, the
creator ... manner that is inspired by the prior research and thinking of Goertzel, Hanson and Arel, but also has
critical novel aspects. The core of the project is a novel approach ... embodied artificial general
intelligence," in Proceedings of ICCI-09, Hong Kong, 2009.
6. Arel, D. Rose, and T. Karnowski, "A deep learning architecture comprising homogeneous cortical
circuits for scalable spatiotemporal
https://www.justice.gov/epstein/files/DataSet%209/EFTA01103525.pdf
EFTA01103495Set 9
10p4,673w
DeSTIN framework for machine perception (extensible to action as well), developed by Dr. Itamar Arel
and his students at the University of Tennessee, Knoxville; now an open-source software project ... manner that is inspired by the prior research and thinking of Goertzel, Hanson and Arel, but also has
critical novel aspects. The core of the project is a novel approach ... embodied artificial general
intelligence," in Proceedings of ICCI-09, Hong Kong, 2009.
6. Arel, D. Rose, and T. Karnowski, "A deep learning architecture comprising homogeneous cortical
circuits for scalable spatiotemporal
https://www.justice.gov/epstein/files/DataSet%209/EFTA01103495.pdf
EFTA00768021Set 9
2009-11-012p320w
From: Itamar Arel
To: Jeffrey Epstein <jeevacation@gmail.com>
Subject: Re: AGI work
Date: Sun, 01 Nov 2009 13:03:33 +0000
Did anyone indicate what would be "considered promising"? The cats ... seems to be promising
> On Sun, Nov 1, 2009 at 7:29 AM, Itamar Arel < > wrote:
>>
• Jefferey,
>>
» Have you had a chance to view the video I sent ... ready to change
» the world, given a chance to do so :)
>> - Itamar
• Itamar Arel, Ph.D., M.B.A.
>> Associate Professor
>> Director, Machine Intelli ence Lab
>> Office:
>> Mobile:
>> Min H. Kao Department
https://www.justice.gov/epstein/files/DataSet%209/EFTA00768021.pdf
EFTA01114145Set 9
19p6,521w
researchers at the AGI Roadmap Workshop organized
by Ben Goertzel and Itamar Arel at the University of Tennessee, Knoxville in 2009. This
table lists a number of the key competencies ... OpenCog via the DeSTIN
Actuation architecture, a software system originally created by Dr. Itamar Arel (at the
University of Tennessee, Knoxville), which uses hierarchical spatiotemporal memory
networks to enable scalable ... collaborate on research
The initial members of the Scientific Advisory Board are:
• Itamar Arel (University of Tennesee, Knoxville)
• Joscha Bach (University of Humboldt)
• Pei Wang (Temple University)
• Paul Rosenbloom (University
https://www.justice.gov/epstein/files/DataSet%209/EFTA01114145.pdf
EFTA00771228Set 9
2009-10-103p1,244w
From: on behalf of Ben Goertzel <an
To: Jeffrey Epstein <jeevacation@gmail.com>
Cc: Itamar Arel
Subject: Re: Distinguishing Cats from Dogs
Date ... this interesting at all
> On Fri, Oct 9, 2009 at 3:51 PM, Itamar Arel wrote:
>>
>> Jeffrey,
>> Thanks, again, for inviting us to talk to you - I enjoyed our discussion ... system after our
» collaborative project gets off the ground.
>> - Itamar
>>
>>
>>
EFTA00771229
>> Itamar Arel, Ph.D., M.B.A.
» Associate Professor
>> Director Ma hine Intelligence Lab (http://mil.engr.utk.edu)
>> Office:
>> Mobile:
>>
» Min H. Kao Department
https://www.justice.gov/epstein/files/DataSet%209/EFTA00771228.pdf
EFTA01103465Set 9
2013-12-0230p11,241w
Name Affiliation Relevant Specialty
Cassio Pennachin Aidyia Limited original software architect of
OpenCog
Itamar Arel U. Tennessee vision and audition
Knoxville
Peter Stone U. Texas Austin robotics
Bertram Shi HKUST ... DeSTIN deep learning based computer vision system (I],
originally developed by Dr. Itamar Arel at the University of Tennesse, Knoxville and now open sourced as part of
the OpenCog framework ... external academic researchers, which may become substantial as the project
evolves.
References
[I] I. Arel, D. Rose, and T. Karnowski. A deep learning architecture comprising homogeneous cortical circuits
for scalable
https://www.justice.gov/epstein/files/DataSet%209/EFTA01103465.pdf
EFTA00775409Set 9
2009-06-043p979w
Attachments: HLAIR.pdf; Goertzel_NeuroSymbolic_2009.pdf
Hi Jeffrey,
Itamar Arel (a prof at UT Knoxville) and I are organizing a workshop for the fall, which is
aimed at laying out a detailed roadmap ... being recruited. The list of currently confirmed participants
is:
-- Sam Adams, IBM Research
- Itamar Arel, Department of Electrical Engineering and Computer Science, University of
Tennessee at Knoxville
- Joscha Bach, Institute ... information on the assumptions and ideas
underlying this roadmapping project, see the whitepaper by Arel,
Goertzel and Scheutz at http://www.agi-roadmap.org/images/HLAIR.pdf.
The short version is: We intend
https://www.justice.gov/epstein/files/DataSet%209/EFTA00775409.pdf
EFTA00771217Set 9
2009-10-106p2,030w
From: ' on behalf of Itamar Arel
To: Ben Goertzel
Cc: Jeffrey Epstein <jeevacation@gmail.com>
Subject: Re: Distinguishing Cats from Dogs
Date: Sat, 10 Oct 2009 15:19:48 +0000
I apologize ... with Ben's system after
»» our
»» collaborative project gets off the ground.
»» - Itamar
»»
»»--
»»
»» Itamar Arel, Ph.D., M.B.A.
EFTA00771220
»» Associate Professor
»» Director Machine Intelli ence Lab (http://mil.engtutk.edu)
»» Office:
»» Mobile ... Biomind LLC
Director of Research, SIAI
"Truth is a pathless land" Jiddu Krishnamurti
Itamar Arel, Ph.D., M.B.A.
Associate Professor
Director ce Lab (http://mil.engr.utk.edu)
Office:
Mobile:
Min H. Kao Department
https://www.justice.gov/epstein/files/DataSet%209/EFTA00771217.pdf
EFTA00740496Set 9
2009-10-102p380w
From: Jeffrey Epstein <jeevacation@gmail.com>
To: Itamar Arel
Cc: Ben Goertzel
Subject: Re: Distinguishing Cats from Dogs
Date: Sat, 10 Oct 2009 13:37:03 +0000
videos are fine. // however ... this interesting at all
On Fri, Oct 9, 2009 at 3:51 PM, Itamar Arel < /rote:
Jeffrey,
Thanks, again, for inviting us to talk to you - I enjoyed our discussion ... with Ben's system after our collaborative project gets off the ground.
- Itamar
Itamar Arel, Ph.D., M.B.A.
Associate Professor
Director, Machine Intelli ence Lab (hp://mil.engutk.edu)
Office:
Mobile
https://www.justice.gov/epstein/files/DataSet%209/EFTA00740496.pdf
EFTA01152838Set 9
2011-05-272p443w
From: Itamar Arel
To: Jeffrey Epstein <jeevacation@gmail.com>
Subject: AGI Research Project
Date: Fri, 27 May 2011 03:40:58 +0000
Attachments: GMU Invitation_Arel.pdf
Dear Jeffrey,
It's been a while ... great to work more with him.
I thank you for your consideration,
- Itamar Arel
Itamar Arel, Ph.D., M.B.A.
Associate Professor
Director Machine Intelligence Lab (http://mil.engr. utk.edu)
Office:
Mobile
https://www.justice.gov/epstein/files/DataSet%209/EFTA01152838.pdf
EFTA00217483Set 9
14p4,352w
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https://www.justice.gov/epstein/files/DataSet%209/EFTA00217483.pdf
EFTA00217564Set 9
2002-05-069p2,870w
PAREEE
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000. Premed 884 Dole Celan BI Reaper-4 Mut AutoP00 (37) Chem ... Dale Corry,. Bit rtoopiert. Mut &garter, (38) Cve•Pre , *Yr Cont red Lenoir. arel OW,
PRP. Prepaid 888 APP7mImern Reaper. Arlin Somme (39) 5ceremccial Monde Package Campo
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https://www.justice.gov/epstein/files/DataSet%209/EFTA00217564.pdf
EFTA00771223Set 9
2009-10-105p1,873w
this interesting at all
>> >
>» On Fri, Oct 9, 2009 at 3:51 PM, Itamar Arel <itamar@eecs.utk.edu> wrote:
>> >>
>> >> Jeffrey,
>> >> Thanks, again, for inviting us to talk to you - I enjoyed ... system after
• >> our
>> >> collaborative project gets off the ground.
>> >> - Itamar
EFTA00771225
>> >>
>> >>
>> >>
>> >> Itamar Arel, Ph.D., M.B.A.
>> >> Associate Professor
>> >> Director Machine Intelli ence Lab (http://mil.engr.utk.edu)
>> >> Office:
>> >> Mobile:
>> >>
» Min H. Kao Department
https://www.justice.gov/epstein/files/DataSet%209/EFTA00771223.pdf
EFTA02434624Set 11
2009-11-011p68w
Jeffrey Epsteinfleeyacation©gmail.com]
From: Itamar Arel
Sent: Sun 11/1/2009 12:29:33 PM
Subject: AGI work
Jefferey,
Have you had a chance to view the video I sent ... ready to change the world,
given a chance to do so :)
- Itamar
Itamar Arel, Ph.D., M.B.A.
Associate Professor
Director, Machine Intelligence Lab (http://mil.engr.utk.edu)
Min H. Kao Department of Electrical
https://www.justice.gov/epstein/files/DataSet%2011/EFTA02434624.pdf