Autonomous Control Collective
University of New Mexico
The Autonomous Control Collective of the University of New
Mexico is an interdisciplinary discussion group for topics concerning control
of autonomous agents. Our emphasis is on cooperative behavior and learning.
The goal of the ACC is to create a research community for autonomous control
within UNM by bringing together researchers who normally would not have
contact with each other, providing tutorials on relevant subjects, and
creating a forum for brainstorming and generative discussion of our personal
research. We meet biweekly on Thursdays from 3:30-5:00pm in Room 237 of
the Electrical Engineering and Computer Engineering building. Our membership
currently spans the UNM departments of Electrical and Computer Engineering,
Computer Science, Mechanical Engineering, and Physics, and Sandia National
Laboratories.
Meeting Structure
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Business and introduction of new participants (5-10 minutes).
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A formal presentation, usually a tutorial requiring little background (40-50
minutes) with the presenter optionally explaining how the subject impinges
on their own research (10 minutes). You can get background papers in advance
of the meeting from URLs provided on this page, or by contacting the presenter.
-
Participants optionally break into small groups to discuss the presented
subject in more detail, informally present their own work, and bring issues
from their research before the group for brainstorming (up to 30 minutes).
Schedule of 1999 Meetings
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January 28, Professor Tom Caudell of EECE, "A Virtual Reality Interface
to Autonomous Perceptual Neural Network Systems" (overview of the Homunculus/Encephalon
Project). Plus introductions and a discussion of topics for Spring
1999 meetings.
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March 11, Professor Barak Pearlmutter of CS, overview of his research
program on neural networks, including their application to source separation.
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March 25, discussion of papers on cooperative behavior. The first paper
is a comprehensive survey of the field, while the second and third present
relevant approaches to cooperative robotics.
-
"Cooperative
Mobile Robotics: Antecedents and Directions" by Y. Cao, A. S. Fukunaga
and A. B. Kahng, entry#27
-
"Behavior-Based
Control: Examples from Navigation,
Learning,
and Group Behavior" by Maya J. Mataric, Journal of Experimental and
Theoretical Artificial Intelligence, special issue on Software Architectures
for Physical Agents, 9(2-3), A. Hexmoor, I. Horswill, and D. Kortenkamp,
eds., 1997, 323-336, http://www-robotics.usc.edu/~maja/publications/jetai-arch.ps.gz
.
-
"Alliance:
An Architecture for Fault Tolerant Multi-Robot Cooperation" by Lynne
E. Parker, IEEE Transactions on Robotics and Automation, 14(2), 1998 (1646113
bytes, compressed), http://saturn.epm.ornl.gov/~parkerle/publications/TRA.ps.Z
.
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April 15, Lisa Desjarlais, "SoftLab: A Soft Computing Framework for
Control System Design, Simulation, and Optimization". Plus, how to
implement a genetic algorithm for a particular test problem within SoftLab
through an interpreted script--no need to compile or link! Plus, you bring
your control/simulation needs, we'll brainstorm about how to implement
them in SoftLab. We'll start by considering reinforcement learning and
behavior-based control architectures.
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April 29???, George Luger of CS, overview of his research program on
artificial intelligence.
-
To be determined!!!
Schedule of 1998 Meetings
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July 14 (our inaugural meeting!), Marco de Oliveira, "Overview of Collective
Behavior".
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July 28, Sigal Berman, "Hierarchical Control of Cooperative Mobile Robots".
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August 11, Lisa Desjarlais, "Applications of Machine Learning to Robotics".
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August 25, Lisa Desjarlais, "Reinforcement Learning". Also a demonstration
by Eric Gottlieb of the Umbra simulation/visualization software package
and its use in modeling multi-agent behavior.
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September 14, Dr. Greg Starr, "LEGO Robots". Includes demonstrations
of actual LEGO robots and videos of LEGO robots in competition.
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September 28, open discussion of papers on two applications of reinforcement
learning: "Improving
Elevator Performance Using Reinforcement Learning" by Robert Crites
and Andrew Barto, "Temporal
Difference Learning and TD-Gammon" by Gerald Tesauro, "Co-Evolution
in the Successful Learning of Backgammon Strategy" by Jordan Pollack
and Alan Blair.
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October 19, Marco de Oliveira, "Sensor Fusion".
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November 2, Marco do Oliveira, open discussion of papers on Sensor Fusion.
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November 16, Lisa Desjarlais and Sigal Berman, open discussion of papers
on Cooperation Among Autonomous Agents.
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November 30, Dan Geiger, "BEAM Robotics".
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?? Dr. Barak Pearlmutter and/or Marco de Oliveira?,
"Neural Networks".
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??, Russell Stewart, "Statistical Mechanics Models of Swarm Robotics".
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??, ??, "Communication for Autonomous Agents".
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??, Marco de Oliveira and Denise Padilla, "Strategies for Robot Soccer".
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??, ??, "Simulation of Autonomous Agents" or "Moving from Simulation
to Real Robots".
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??, ??, "Statistically Based Learning Methods".
We're currently considering topics for our spring meetings. So give some
consideration to whether you have a subject you'd like to present and when!
How to contact us
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Write our mailing list at acc@cs.unm.edu .
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Join our mailing list by sending mail to majordomo@cs.unm.edu with the
line "subscribe acc" in the body of the message, and receive regular notices
about relevant events and news.
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Contact one of the group's organizers:
Lisa Desjarlais, lisa@cs.unm.edu, (505)277-9211, FEC 301e
Marco de Oliveira, assfalk@eece.unm.edu, (505)277-1437
Members
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Sigal Berman
berman@eece.unm.edu
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David Bowers
jbowers@unm.edu
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Tom Caudell
tpc@eece.unm.edu
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Guy Chun
dgchun@eece.unm.edu
-
Shannon Delgado smir@unm.edu
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Marco de Oliveira assfalk@unm.edu
-
Lisa Desjarlais
lisa@cs.unm.edu
-
Mark Fleharty
spark@arc.unm.edu
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Dan Geiger
dgeiger@unm.edu
-
Erich Gens
egens@unm.edu
-
Eric Gottlieb
ejgottl@isrc.sandia.gov
-
Ron Hightower high@cs.unm.edu
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Lee Jensen
lajense@sandia.gov
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Rene Morris
remorris@unm.edu
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Eric Olsson
eolsson@cs.unm.edu
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Denise Padilla
dgonzale@unm.edu
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Edward Pena
epena@unm.edu
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Barak Pearlmutter bap@cs.unm.edu
-
Dan Pless
dpless@flash.net
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Greg Starr
starr@unm.edu
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Russell Stewart diamond@unm.edu
-
Christy Warrender christy@cs.unm.edu
-
Michael Zibulevsky michael@cs.unm.edu