Article View: comp.ai.genetic
Article #70Re: Use of Genetic Algorithms to evolve robot behavior?
From: Ronald Arkin
Date: Fri, 08 Jan 1993 11:42
Date: Fri, 08 Jan 1993 11:42
48 lines
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2037 bytes
In article <C0ICnz.o6@world.std.com> lains@world.std.com (Layne L Ainsworth) writes:
>
>
>Has anyone tried to do this:
>
>"Herds" of cheap (really cheap), reprogrammable robots, each loaded
>with one set of the test "chromosome" population of a Genetic
>Algorithm system. They could be evaluated to optimize indivdual
>performance, or "hive" well-being. Each "generation" would be the
>same robots, with a new generation of "chromosomes" on board.
>
>Pointers to papers or discussion of the feasibility of such a project
>would both be welcome. I would think this could be a job for the
>much-heralded and -scorned MiniBoard. Wire up all the connections to
>various sensors/actuators and let the herd discover uses for them.
>
>My dream, of course, is a bunch of robots that (who?) could
>continuously clean my house. :-)
>
>Thanks.
>
>-Layne
>
>
>
>--
> Layne Ainsworth | lains@world.std.com <or> ...!{xylogics,uunet}!world!lains
> The truth can't hurt you; it's just like the dark.
>
Check out
"The Learning of Reactive Control Parameters through Genetic
Algortihms", M. Pearce, R. Arkin, and A. Ram, Proc. 1992
IEEE/RSJ International Conference on Intelligent Robots and
Systems, (IROS 92), Raleigh, NC July 1992, pp. 130-137.
These are the simulation results, we hope to port these to our Denning
Robots shortly.
- Ron
Ronald C. Arkin
College of Computing, Georgia Institute of Technology
Atlanta, Georgia 30332-0280
Phone: (404)-894-8209 Fax: (404)-853-9378
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Newsgroups: comp.ai.genetic Path: arc1-ca.pugleaf.net!sparky!uunet!gatech!cc.gatech.edu!news From: arkin@cc.gatech.edu (Ronald Arkin) Subject: Re: Use of Genetic Algorithms to evolve robot behavior? Message-ID: <1993Jan8.114229.6418@cc.gatech.edu> Sender: news@cc.gatech.edu Reply-To: arkin@cc.gatech.edu (Ronald Arkin) Organization: College of Computing, Georgia Institute of Technology References: <C0ICnz.o6@world.std.com> Date: Fri, 8 Jan 1993 11:42:29 GMT Lines: 48