Testing Our Assumptions about AI:
robots / cyborgs
March 26, 2003
Overview of Lecture: Different approaches
to making artificial life / hybridizing
human life: recognition of the importance of the "body' (see Mar. 24 lecture):
1. make human into cyborg
2. make machine human
3. make machine animal-like
******
1. Cyborg Experiments
What is a cyborg?: a hybrid of human
and machine
Warwick's research: see http://www.wired.com:80/wired/archive/8.02/warwick.html
And www.rdg.ac.uk/Kevin Warwick/htm/faq.html
--> Warwick is experimenting on himself to become a cyborg: “I
was born human, but it was an accident
of fate.”
In 2002 implanted the second silicon
chip in his arm "linking the nervous system in my left arm
to a radio transmitter receiver to
send signals from my nervous system to a computer and vice versa. ”
Why is he going this? “genetic changes offer short term,
slight modifications. However the
step to Cyborgs offers humans a natural, technological upgrade
in the technological world we
have instigated. Yes, I feel it will
be the next evolutionary step. Indeed we will need to do it if
we are to compete with intelligent
machines.
2. Traditional AI researchers - focus on reasoning, learning and
symbolic processing to make a machine with human intelligence
+ a body - the top-down approach:
robots develop a "model of the world"
(Minsky, MIT
http://web.media.mit.edu/~minsky/
Tilden, MIT
http://www.ai.mit.edu/people/brooks/projects.shtml
and now Roy, MIT (Ripley)
http://www.media.mit.edu/cogmac/robot.html
--> Moravec, Carnegie Mellon)
http://www.frc.ri.cmu.edu/~hpm/hpm.pubs.html
(and in fiction, Asimov)
3. Renegade AI researchers: get machines
to act according to reflex:
robots do not have models of the
world; they're not smart, they just "go" (just
like reflex-driven insects)
(Mark Tilden)
http://www.beam-online.com/Robots/Galleria_other/tilden.html
*****
3. Rationalization for Third Approach:
it's wrong to try to replicate the
human brain combining complex seeing and thinking systems
-->move down the evolutionary ladder and model robots on brainless
creatures
which rely on instinct rather than reasoning.
-- >How do they work?
Subsumption Architecture:
robot's actions broken down into
simple primitive instincts:
move forward, back off, etc.
-- >robot has no central brain to "blend" these simple behaviours
-->each behaviour acts as an individual "intelligence" that competes
for control of the robot.
-->the winner is determined by what the robot's sensors detect at any particular
moment, at which point all other behaviours are temporarily subsumed.
Tilden's robots:
-->Not made to be human-like but a "cockroach's cousin" with SURVIVAL
LAWS:
Rule 1: Robots will protect their
existence at any cost.
Rule 2: Robots must be able to find
a power source and continually nourish
themselves
from it.
Rule 3: Robots must continually seek
better power sources.
(compare these with Asimov's 3 Laws
of Robotics (in kit)
-- > Tildon's robots called "junkbots"
made out of old walkmans, laser-printer
cartridges, computer chips from birthday
cards, calculators, and answering
machines; etc.:
-- >can cost less than $100 to make a robot.
Future uses: herds of animal-like
robots sweep floors, mow lawns or
simply keep
humans company.
2. Traditional AI researchers' approach
2.1. Recent work in Cognitive-Machines
Group at MIT – “Ripley”
www.medi.mit.edu/cogmac/robot.html
“ our goal is to enable Ripley to perform collaborative manipulation tasks
mediated by naturally spoken dialogue. Key issues include representation and
learning
of spatial language, object reference, and physical actions/verbs.
“…
the architecture involves a physical robot (Ripley) and a virtual world that
reflects Ripley’s mental model. Ripley is an interactive robot with vision,
speech and grasping capabilities. The world model is constructed from a physics
simulator that models dynamics of physical worlds. This framework provide a foundation
for our ongoing experiments in developing new models of natural language processing
in which words are grounded in terms of sensory-motor representations…”
2.2. Hans Moravec’s ongoing work at Carnegie-Mellon
www.ri.cmu.edu/~hpm/project.archive/robot.papers/2000/Cerebrum.html
Robot Evolution (according to Moravec)
First Phase: Programmable Manipulator
- Industry Robot (phase we're in
now)
Second Phase: Sensors and Effectors
- he says achievable by 2010
Third Phase: Movement ( +beginnings
of consciousness)
Fourth Phase: "Human-Like"---> symbiosis of human
and robot. (by
2050)
What's involved in the "Second Phase"? : Moravec's
Mass-Produced General Purpose Robot
Requirements: (see pictures of what
this general pupose robot might look like:
http://www.frc.ri.cmu.edu/~hpm/book98/fig.ch4/p108.html
http://www.frc.ri.cmu.edu/~hpm/book98/fig.ch4/p124.html
http://www.frc.ri.cmu.edu/~hpm/book98/fig.ch4/p105.html
1. Minimum Level of functionality
--> locomotion: e.g., Hitachi Five Legs
2. Minimum Level of Manipulation
--> Salisbury Hand
3. Minimum Level of Navigation
--> sensory system - sonar
4. Minimum Level of Recognition
--> able to recognize and localize specific objects in
the robot's surroundings
5. Software Applications (like PC
based programs) supplied by vendors.
Third Phase: Moravec's Projections
in 40 years
-- > reasoning ASTONISHINGLY better than humans
-- > perceptual and motor abilities the same as ours
Their role will be as our tools.
Fourth Phase:
Robots will evolve into Autonomous
Beings: - once robots have an internal
model of the world around them this
beginning of awareness will evolve
into consciousness comparable with
that of humans
--> it will be a time when intelligent machines, however
benevolent, threaten our existence
because they are alternative inhabitants
of our ecological niche.
According to Moravec, robots have
the following advantages:
-->their production and upkeep cost less, so more can
be put to work with the resources
at hand.
-->they can be optimized for their jobs and programmed
to work tirelessly.
-->we took millions of years to evolve; machines making
similar strides in a few years.
According to Moravec it is inevitable
that this will happen.
But what about human evolution? won't
we continue to get better? nope
Will humans be able to share in this "magical world" [Moravec's
term] to come?
Is the solution to:
1) replace a human brain into a specially
designed robot body? (no)
or 2) get our mind out of our brain?
(YES--in the future, we will undergo "mind transfer")
(If you think that your identity
= your body, you'll be out of luck.)
Since for Moravec, a person is
the process going on in his head,
if you can move that to a permanent
location, we will have merged
with computers and ensured our immortality!