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Bar-Cohen : Biomimetics: Biologically Inspired Technologies DK3163_c004 Final Proof page 146 21.9.2005 9:37am




                    146                                     Biomimetics: Biologically Inspired Technologies

                                                                            a  actual  robot  typical  touch  each  the  and  robot
                                                                            produces  of  Three  its  of  from  experiences  show  diagnosis  entire  (2004c)  H.  California.


                                                                            phase,  indicate the  tuning  (b)  one  of  controller  it  when  (x–xii)  and  damage  the  learns  Lipson,  Field,

                                                                            estimation  circles  automated  permission.)  failure  a  best  the  robot  (vi–viii),  C.,  J.  Moffett



                                                                            the  open  The  breach:  With  undergoes  of  quadrupedal  (ii–iv),  Automated  progressively  Bongard,  Center,
                                                                            through  row).  the  unto  IX).  it  fitness  in  (2004b)  (From  Research

                                                                            pass  (bottom  more  (ALIFE  when  the  the  of  trajectories  H.  simulator  system.  Ames

                                                                            Each  Once  Life  robot,  indicate  recovery  The  Lipson,  The  (c)  NASA
                                                                            robot.  sensors  Artificial  dots  The  C.,  J.  target  2004,

                                                                            target  eight  (2004a)  H.  quadrupedal  shown.  The  damage.  Bongard,  permission.)  true

                                                                            the   on  the   (v–viii)  the  is  November
                                                                            of  lags for each of the  Lipson,  Conference  on  are  (iv)).  compound  (From  With  (viii)
                                                                            characteristics  C.,  J. Bongard,  EA exploration  correct)  are  in  shown  severe,  clarity).  (ICRA04).  panel  stages,  2004,





                                                                            physical  time  set of  (From  International  the  which  of generation of the exploration EA. The triangle shows the fitness of the first evolved controller on the target robot (the behavior of the ‘physical’ robot with this controller is shown in (ii); the filled circle shows the fitness of the robot after the damage occurs (the behavior is shown in (iii)); the squares indicate the fitnes


                                                                            the  a  and  robot.  Ninth  of  runs  (all  EA  third  the  it  and  self-inference
                                                                            towards  row),  simulated  the  of  sequential  estimation  during  when  robot  displaced  are  Robotics  Proceedings


                                                                            Convergence  robot (top  the  default  Proceedings  four  the  the  of  robot physical  hexapedal  trajectories  on Conference  intermediate  ecologies,




                                                                            (a)  of  starting  algorithm,  of  runs  three  the  the  (the  progressive  robot  for
                                                                            simulators:  nine body parts  the  and  progress  the  of  of recovery  time  over  International  are  inference



                                                                            and  robot  evolutionary  evolutionary  by  behavior  The  mass  IEEE  (i–vii)  and
                                                                            robots  for each of the  target  inverse  The  generated  (the  trials  (ix–xii)  of  center  robotics,  Panels  deployment,

                                                                            Co-evolving  the between  an  (i) recoveries.  hypotheses  hardware  damage.  robot’s  remote  scratch.  from  design,




                                                                            4.8  set of mass changes  using  The  unanticipated  the  in  for  permission.)
                                                                            Figure  differences  simulation  damage  sensors.  subsequent  change  recovery  morphology  Integrated  With
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