[robotics-worldwide] [meetings] CfP: IEEE RO-MAN 2015 memX Workshop

Fulvio Mastrogiovanni fulvio.mastrogiovanni at unige.it
Mon Jun 22 13:17:54 PDT 2015


NEWS:

Preliminary contacts have been established with the EB of the IEEE 
Transactions
on Autonomous Mental Development to organize a Special Issue on the WS
topics.

If the SI will be accepted by the EB, authors presenting their work at 
the WS
will be invited to submit a substantially extended paper to the SI.

More detailed information during the WS in Kobe!

==========

memX: memory-inspired robot architectures for human-robot interaction

Website:https://memxws.wordpress.com/

*** Rationale ***

memX aims at investigating and fostering the discussion about the 
development of
memory-based architectures for robots, with a specific emphasis on their 
impact
on human-robot and robot-environment interaction.

During the past few years, many strands of activity have been put 
forward to
enhance the perceptual, cognitive, reasoning and action capabilities of 
robots.
On the one hand, the somewhat classical research activity on perception,
knowledge representation, and action planning and execution has reached 
a high
maturity level, which allows robots to operate in environments which do not
have to be structured for them beforehand, although with a few 
limitations. On
the other hand, it is now commonly accepted that novel forms of intuitive
human-robot interaction require robots to use multi-modal perceptual
information, efficient knowledge representation frameworks, common sense
reasoning systems, as well as advanced forms of action, including 
manipulation,
in a complete perception-action cycle.

We posit that memory-based robot architectures can act as a general 
framework to
ground different aspects of robot behaviours, and specifically a purposive
interaction with the environment, objects and humans therein.

Different application scenarios are envisaged. These include: companion 
robots,
which must understand and adapt to human habits, over (possibly) long 
periods
of time; co-workers, which must cooperate with human workers to aid them 
when
performing difficult tasks (e.g., assemblage); or other service robots, in
which the knowledge of (possibly complex) tasks to carry out requires a 
tight
integration among different components of the robot architecture.

Independently of the specific application scenario, at the scientific and
technological levels, three key research activities must be pursued to 
build
advanced robot frameworks inspired by memory processes.

The first involves how we actually design a robot architecture that mimics
relevant parts of what we currently understand be the relevant traits of
memory. This effort involves modelling sensory memory, short-term and 
long-term
memory, as well as relevant sub-components (e.g., procedural memory).
Furthermore, it implies research work on how memory is bootstrapped and 
which
role the robot body plays.

The second is related to the relationships between the memory model and the
perceptual, cognitive, reasoning and action behaviours of robots. These 
include
memory items formation, retreat, revision, and the use of assessed 
memory items
into knowledge, which can be used by robot behaviours in human-robot
interaction processes, also in the form of language.

The third is related to how we can make memory-based architectures 
efficient
from a computational standpoint. Robots operating in unstructured 
environments
and interacting with humans, must be able to take fast decisions about 
possible
courses of action. This means that specific requirements must be 
enforced in the
whole framework, possibly employing real-time or any-time approaches to
information processing.

memX will address these three aspects through focused sections.
Contributions are welcome, which address the following topics (and beyond):

*Memory-inspired robot architectures
*Memory modelling
*Memory-inspired knowledge representation
*Robot behaviour grounding on memory models and procedural knowledge
*Memory and multi-modal robot perception
*Memory items consolidation
*Retrieval of memory items for human-robot interaction
*Computational aspects of memory-based architectures
*Memory-based reasoning

*** Important Dates ***

* Two-page abstract deadline: June 30, 2015
* Notification of acceptance: July 10, 2015
* Camera-ready abstract deadline: July 20, 2015
* memX date: August 31, 2015

*** Submissions ***

Researchers wishing to present their ideas and results at memX are kindly
requested to submit a 2-page extended abstract, including figures, 
tables and
references.

Authors wishing to submit an abstract are kindly requested to:

1) notify the organizers ASAP
2) send their contribution by email to Fulvio Mastrogiovanni at:

fulvio.mastrogiovanni at unige.it

Extended abstracts will form the Workshop Proceedings.

*** Organizers ***

Fulvio Mastrogiovanni
Department of Informatics, Bioengineering, Robotics and Systems 
Engineering,
University of Genoa, Italy
Email:fulvio.mastrogiovanni at unige.it

Nak Young Chong
Japan Advanced Institute of Science and Technology, Kanazawa, Japan
Email:nakyoung at jaist.ac.jp

Il Hong Suh
Hanyang University, Seoul, South Korea
Email:ihsuh at hanyang.ac.kr

Hirokazu Tanaka
Japan Advanced Institute of Science and Technology, Kanazawa, Japan
Email:hirokazu at jaist.ac.jp

*** Program Committee ***

Yiannis Aloimonos
University of Maryland, USA

Tamim Asfour
Karlsruhe Institute of Technology, Germany

David Filliat
ENSTA-ParisTech, France

Nikolas Hemion
Aldebaran Robotics, France

Matthias Rolf
Osaka University, Japan

Gregor Schoener
Ruhr-Universitat Bochum, Germany

Alessandra Sciutti
Italian Institute of technology, Italy

Alexander Stoytchev
Iowa State University, USA

Jun Tani
KAIST, South Korea


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