A “high tech rave”-like performance piece happening tonight at the
Massachusetts Institute of Technology is actually designed to help
campus roboticists create algorithms based on human behavior that can
better control large swarms of robots, researchers told the Herald.
Doubling
as an experiment, “UP: The Umbrella Project” is the second
collaboration between MIT’s Computer Science and Artificial Intelligence
Laboratory and acclaimed, Connecticut-based dance company Pilobolus.
At
least 200 participants will serve as “human pixels” by holding and
using umbrellas outfitted with LED lights at MIT’s Jack Barry Field.
Pilobolus members will provide basic instructions and choreography,
while campus staff record the resulting human behaviors using an
overhead camera mounted on a boom lift, said Kyle Gilpin, a postdoctoral
associate at MIT CSAIL.
“Robots are still very simplistic and it
will be a long time before the intelligence of robots and the
creativity of robots starts to rival that of humans,” Gilpin, 30, said.
“But this performance is one step of many that we think will help bring
human-like intelligence and abilities closer to being implemented in
robotics systems.”
“UP” debuted in October at the PopTech conference in Camden, Maine.
“The
interesting nature of the project is we’re not using trained dancers.
We’re not rehearsing this,” Gilpin said. “We’re giving the individual
performers a large degree of autonomy to decide as a group exactly what
they should do.”
While not a “formal” experiment, MIT researchers
plan to use a simulator to mimic the human behavioral patterns and put
them into individual robots that perform functions in giant groups, such
as exploring Mars or searching for survivors in collapsed buildings,
Gilpin said.
Huge robot swarms are typically controlled by a
centralized computer that aggregates information from all of the robots
in the system and then tells each robot what to do next, Gilpin said,
adding this system requires large amounts of processing power and
memory.
“We are looking for algorithms that scale very nicely as
we increase the number of robots from 100 to 1,000 to 10,000 to 1
million,” Gilpin said. “When you work at large scale it becomes very
favorable to use distributed algorithms.”
MIT CSAIL and Pilobolus
previously collaborated on a piece called “Seraph,” which featured a
dancer on stage moving among two flying robots. Pilobolus’ Executive
Director Itamar Kubovy said the “UP” project is proof that the worlds of
art and science can coexist and influence one another.
“Here you
provide a kind of a result in what you’re trying to do, but you’re not
giving a specific instruction to any kind of individual. You’re allowing
the group to self-organize based on the parameters,” Kubovy said.
“That’s a very different way of telling a story or creating a work of
art than an author, choreographer, writer saying, ‘Here’s my work, do it
as I wrote it.’ ”
没有评论:
发表评论