Moved into Boston
Masataro Asai
guicho2.71828 at gmail.com
Mon Jul 29 11:33:11 UTC 2019
Thank you for the invitation :)
August 15th should work, but I need to confirm the schedule in the
company, which I cannot check now until I complete the onboarding
process of US IBM (although I have been in IBM Japan for quite a while...)
Will they be posted on any sort of MIT bulletin board? Is it more of an
academic event? That might need a permission from the manager. For an
informal meeting it should be fine.
Blurb meaning the short description / abstract of the talk? Let me give
a try...
For myself:
Masataro Asai, aka guicho271828, is a Lisp hacker with 11 years of
experience in Common Lisp, who received a Ph.D in Artificial
Intelligence from the University of Tokyo. He is an expert in heuristic
graph search and automated planning and scheduling, also known as AI
Planning, with publications records on top AI conferences e.g. AAAI,
IJCAI, ICAPS. Author of a fast pattern match library Trivia, a numerical
computation library NUMCL (which got 400 stars) and more.
For the talk:
Title: Make Symbols Great Again!: Classical PDDL/STRIPS Planning in Deep
Latent Space
Domain-independent classical planners require the symbolic models of the
problem domain and instance as input, resulting in a knowledge
acquisition bottleneck. Meanwhile, although deep learning has achieved
significant success in many fields, the knowledge is encoded in a
subsymbolic representation which is incompatible with symbolic systems
such as planners. We introduce LatPlan, an unsupervised architecture
combining deep learning and classical planning. Given only an unlabeled
set of image pairs showing a subset of transitions allowed in the
environment (training inputs), and a pair of images representing the
initial and the goal states (planning inputs), LatPlan finds a plan to
the goal state in a symbolic latent space and returns a visualized plan
execution.
In the talk, we also survey the recent progress in the related fields
and also informally talk about my future ambitions.
Regards
Masataro
Faré wrote:
> Congratulations!
>
> Let's summon a Boston Lisp Meeting to greet you.
> How about Thursday August 15th at 1800?
>
> I'll try to reserve a room at MIT. Either way, we can meet for dinner
> afterwards.
>
> Can you give a speech on some topic of your choice? Otherwise is there
> any other candidate?
> Can you give me a one-paragraph blurb about yourself, another one
> about your topic?
>
> —♯ƒ • François-René ÐVB Rideau •Reflection&Cybernethics• http://fare.tunes.org
> Genius is one percent inspiration and ninety-nine percent perspiration.
> — Thomas Alva Edison
>
> On Sun, Jul 28, 2019 at 7:27 AM Masataro Asai <guicho2.71828 at gmail.com> wrote:
>>
>> Dear all,
>>
>> I just moved to Boston yesterday. 5yr assignment.
>> Thanks
>>
>> --
>> Masataro Asai Ph.D
>>
>> Research Staff Member
>> IBM Research
>>
>> Tel: +81-44-856-9009
>> Mobile: +81-50-5534-1357
>> Mail: guicho2.71828 at gmail.com
>> Website: http://guicho271828.github.io/
>>
--
Masataro Asai Ph.D
Research Staff Member
IBM Research
Tel: +81-44-856-9009
Mobile: +81-50-5534-1357
Mail: guicho2.71828 at gmail.com
Website: http://guicho271828.github.io/
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