}#PageList1 {margin-bottom:0px} .content-outer { -webkit-box-shadow:none; box-shadow:none; } #ContactForm1 { display: none ! important; } -->

December 5, 2012

Researchers Create Deceptive Robots Using Squirrel Behavior



Deceptive Robot


 Robotics
Using the biological model of squirrels hiding thier nuts, an pretending to look in the wrong spot when another animal is nearby, Georgia Tech's Mobile Robot Lab, researchers have spent over a decade studying potential military uses for robotics.  
Squirrels and birds are known for their deceptive behavior in the wild and now, using biomimicry, researchers at the Georgia Institute of Technology have developed robots that are able to deceive each other. The research led by Professor Ronald Arkin, suggests the applications could be implemented by the military in the future.

The research is available in the November/December 2012 edition of IEEE Intelligent Systems.

Arkin and his team of researchers studied biology, specifically research on squirrels that gather acorns and store them in specific locations. Subsequently  the animals patrol their storage locations, routinely going back and forth to check on them. When another squirrel shows up, hoping to raid the hiding spots, the hoarding squirrel will change its behavior. Instead of checking on the true locations, it visits empty cache sites, trying to trick the other squirrel.

Arkin and his Ph.D. student Jaeeun Shim implemented the same strategy into a robotic model and demonstration. The deceptive behaviors worked. The deceiving robot lured the “predator”  to the false locations, delaying the discovery of the protected resources.

“This application could be used by robots guarding ammunition or supplies on the battlefield,” said Arkin, a Regents Professor in Georgia Tech’s School of Interactive Computing. “If an enemy were present, the robot could change its patrolling strategies to deceive humans or another intelligent machine, buying time until reinforcements are able to arrive.”

Arkin and his student Justin Davis have also created a simulation and demo based on birds that might bluff their way to safety. In Israel, Arabian babblers in danger of being attacked will sometimes join other birds and harass their predator. This mobbing process causes such a commotion that the predator will eventually give up the attack and leave.

Arkin's team investigated whether a simulated babbler is more likely to survive if it fakes or feigns strength when it doesn't exist. The team’s simulations, based on biological models of dishonesty and the handicap principle, show that deception is the best strategy when the addition of deceitful agents pushes the size of the group to the minimum level required to frustrate the predator enough for it to flee. He says the reward for deceit in a few of the agents sometimes outweighs the risk of being caught.

“When these research ideas and results leak outside the military domain, significant ethical concerns can arise,” said Arkin. “We strongly encourage further discussion regarding the pursuit and application of research on deception for robots and intelligent machines.”

This isn’t the first time Arkin has worked in this field. In 2010, he and Georgia Tech Research Institute Research Engineer Alan Wagner studied how robots could use deceptive behavior to hide from humans or other intelligent machines.



SOURCE  Georgia Tech

By 33rd SquareSubscribe to 33rd Square


No comments :

 
The Story of the Chessboard


The classic parable of how the inventor of the game of chess used his knowledge of exponential growth to trick an emperor is commonly used to explain the staggering and accelerating growth of technology. The 33rd square on the chessboards represents the first step into the second half of the chessboard, where exponential growth takes off.

33rd Square explores technological progress in AI, robotics, genomics, neuroscience, nanotechnology, art, design and the future as humanity encroaches on The Singularity.











Copyright 2012-2014 33rd Square | Privacy Policy | RSS | News | Submit an Article | Link to Us | Store | About Us | Contact Us