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Volumn 54, Issue 10, 2006, Pages 840-857

Using direct competition to select for competent controllers in evolutionary robotics

Author keywords

Developmental robotics; Evolutionary neural networks; Evolutionary robotics; Learning robots; Swarm robotics

Indexed keywords

COMPUTATIONAL COMPLEXITY; COMPUTER HARDWARE; COMPUTER SIMULATION; COMPUTER SOFTWARE; EVOLUTIONARY ALGORITHMS; INTELLIGENT ROBOTS; NEURAL NETWORKS;

EID: 33748457107     PISSN: 09218890     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.robot.2006.04.010     Document Type: Article
Times cited : (13)

References (53)
  • 1
    • 0031637293 scopus 로고    scopus 로고
    • I. Ashiru, C.A. Czarnecki, Evolving communicating controllers for multiple mobile robot systems, in: Proceedings of the 1998 IEEE International Conference on Robotics and Automation, vol. 4, 1998, pp. 3498-3503
  • 2
    • 33748443288 scopus 로고    scopus 로고
    • G. Baldassarre, S. Nolfi, D. Parisi, Evolving mobile robots able to display collective behaviours, in: C.K. Hemelrijk, E. Bonabeau (Eds.), Proceedings of the International Workshop on Self-Organisation and Evolution of Social Behaviour, Monte Verità, Ascona, Switzerland, 2002, pp. 11-22
  • 5
    • 0035415173 scopus 로고    scopus 로고
    • Evolving an expert checkers playing program without using human expertise
    • Chellapilla K., and Fogel D.B. Evolving an expert checkers playing program without using human expertise. IEEE Transactions on Evolutionary Computation 5 4 (2001) 422-428
    • (2001) IEEE Transactions on Evolutionary Computation , vol.5 , Issue.4 , pp. 422-428
    • Chellapilla, K.1    Fogel, D.B.2
  • 6
    • 84957810429 scopus 로고
    • Tracking the red queen: Measurements of adaptive progress in co-evolutionary simulations
    • Advances in Artificial Life: Proceedings of the Third European Conference on Artificial Life, ECAL'95. Moran F., Moreno A., Merelo J.J., and Cachon P. (Eds), Springer-Verlag
    • Cliff D., and Miller G.F. Tracking the red queen: Measurements of adaptive progress in co-evolutionary simulations. In: Moran F., Moreno A., Merelo J.J., and Cachon P. (Eds). Advances in Artificial Life: Proceedings of the Third European Conference on Artificial Life, ECAL'95. Lecture Notes in Artificial Intelligence vol. 929 (1995), Springer-Verlag 200-218
    • (1995) Lecture Notes in Artificial Intelligence , vol.929 , pp. 200-218
    • Cliff, D.1    Miller, G.F.2
  • 9
    • 0034511063 scopus 로고    scopus 로고
    • J.A. Driscoll, R.A. Peters II, A development environment for evolutionary robotics, Proceedings of the 2000 IEEE International Conference on Systems, Man, and Cybernetics, vol. 5, 2000, pp. 3841-3845
  • 14
    • 0343962236 scopus 로고    scopus 로고
    • Evolutionary robots with on-line self-organization and behavioral fitness
    • Floreano D., and Urzelai J. Evolutionary robots with on-line self-organization and behavioral fitness. Neural Networks 13 4-5 (2000) 431-443
    • (2000) Neural Networks , vol.13 , Issue.4-5 , pp. 431-443
    • Floreano, D.1    Urzelai, J.2
  • 16
    • 33748468075 scopus 로고    scopus 로고
    • J. Galeotti, S. Rhody, A. Nelson, E. Grant, G. Lee, EvBots-the design and construction of a mobile robot colony for conducting evolutionary robotic experiments, in: Proceedings of the ISCA 15th International Conference: Computer Applications in Industry and Engineering, CAINE'02, San Diego, CA, 2002, pp. 86-91
  • 17
    • 0031287711 scopus 로고    scopus 로고
    • Incremental evolution of complex general behavior
    • Gomez F., and Miikkulainen R. Incremental evolution of complex general behavior. Adaptive Behavior 5 (1997) 317-342
    • (1997) Adaptive Behavior , vol.5 , pp. 317-342
    • Gomez, F.1    Miikkulainen, R.2
  • 18
    • 84977058391 scopus 로고
    • Automatic definition of modular neural networks
    • Gruau F. Automatic definition of modular neural networks. Adaptive Behavior 2 (1995) 151-183
    • (1995) Adaptive Behavior , vol.2 , pp. 151-183
    • Gruau, F.1
  • 21
    • 84937440594 scopus 로고    scopus 로고
    • Evolution of controllers from a high-level simulator to a high DOF robot
    • Proceedings of the Third International Conference on Evolvable Systems: From Biology to Hardware. Miller J. (Ed). ICES'00, Springer
    • Hornby G.S., Takamura S., Yokono J., Hanagata O., Fujita M., and Pollack J. Evolution of controllers from a high-level simulator to a high DOF robot. In: Miller J. (Ed). Proceedings of the Third International Conference on Evolvable Systems: From Biology to Hardware. ICES'00. Lecture Notes in Computer Science vol. 1801 (2000), Springer 80-89
    • (2000) Lecture Notes in Computer Science , vol.1801 , pp. 80-89
    • Hornby, G.S.1    Takamura, S.2    Yokono, J.3    Hanagata, O.4    Fujita, M.5    Pollack, J.6
  • 22
    • 0033325186 scopus 로고    scopus 로고
    • A. Ishiguro, S. Tokura, T. Kondo, Y. Uchikawa, Reduction of the gap between simulated and real environments in evolutionary robotics: A dynamically-rearranging neural network approach, in: Proceedings of the 1999 IEEE International Conference on Systems, Man, and Cybernetics, vol. 3, 1999, pp. 239-244
  • 23
    • 84957799918 scopus 로고    scopus 로고
    • Running across the reality gap: Octopod locomotion evolved in a minimal simulation
    • Husbands P., and Meyer J.A. (Eds). EvoRobot98, Springer-Verlag
    • Jakobi N. Running across the reality gap: Octopod locomotion evolved in a minimal simulation. In: Husbands P., and Meyer J.A. (Eds). Evolutionary Robotics: First European Workshop. EvoRobot98 (1998), Springer-Verlag 39-58
    • (1998) Evolutionary Robotics: First European Workshop , pp. 39-58
    • Jakobi, N.1
  • 24
    • 84957806813 scopus 로고
    • Noise and the reality gap: The use of simulation in evolutionary robotics
    • Advances in Artificial Life: Proceedings of the 3rd European Conference on Artificial Life. Moran F., Moreno A., Merelo J., and Chacon P. (Eds), Springer-Verlag
    • Jakobi N., Husbands P., and Harvey I. Noise and the reality gap: The use of simulation in evolutionary robotics. In: Moran F., Moreno A., Merelo J., and Chacon P. (Eds). Advances in Artificial Life: Proceedings of the 3rd European Conference on Artificial Life. Lecture Notes in Artificial Intelligence vol. 929 (1995), Springer-Verlag 704-720
    • (1995) Lecture Notes in Artificial Intelligence , vol.929 , pp. 704-720
    • Jakobi, N.1    Husbands, P.2    Harvey, I.3
  • 25
    • 0035558149 scopus 로고    scopus 로고
    • K. Kawai, A. Ishiguro, P. Eggenberger, Incremental evolution of neurocontrollers with a diffusion-reaction mechanism of neuromodulators, in: Proceedings of the 2001 IEEE/RSJ International Conference on Intelligent Robots and Systems, ICRA'01, vol. 4, Maui, HI, 2001, pp. 2384-2391
  • 26
    • 0032165064 scopus 로고    scopus 로고
    • Evolution and development of neural networks controlling locomotion, gradient-following, and obstacle avoidance in artificial insects
    • Kodjabachian J., and Meyer J.-A. Evolution and development of neural networks controlling locomotion, gradient-following, and obstacle avoidance in artificial insects. IEEE Transactions on Neural Networks 9 5 (1998) 796-812
    • (1998) IEEE Transactions on Neural Networks , vol.9 , Issue.5 , pp. 796-812
    • Kodjabachian, J.1    Meyer, J.-A.2
  • 27
    • 0030687333 scopus 로고    scopus 로고
    • W. Lee, J. Hallam, H. Lund, Applying genetic programming to evolve behavior primitives and arbitrators for mobile robots, in: Proceedings of the 1997 IEEE International Conference on Evolutionary Computation, 1997, pp. 495-499
  • 28
    • 33748449350 scopus 로고    scopus 로고
    • A. Lubberts, R. Miikkulainen, Co-evolving a go-playing neural network, in: Coevolution: Turning Algorithms upon Themselves, Birds-of-a-Feather Workshop, in: Proceedings of the Genetic and Evolutionary Computation Conference Workshop, GECCO'01, San Francisco, CA, 2001, pp. 14-19
  • 29
    • 0029710027 scopus 로고    scopus 로고
    • H.H. Lund, O. Miglino, From simulated to real robots, in: Proceedings of IEEE International Conference on Evolutionary Computation, 1996, pp. 362-365
  • 30
    • 0030291101 scopus 로고    scopus 로고
    • Challenges in evolving controllers for physical robots
    • Mataric M., and Cliff D. Challenges in evolving controllers for physical robots. Robotics and Autonomous Systems 19 1 (1996) 67-83
    • (1996) Robotics and Autonomous Systems , vol.19 , Issue.1 , pp. 67-83
    • Mataric, M.1    Cliff, D.2
  • 32
    • 0348131448 scopus 로고    scopus 로고
    • Trends in evolutionary robotics
    • Jain L.C., and Fukuda T. (Eds), Physica-Verlag, New York
    • Meeden L.A., and Kumar D. Trends in evolutionary robotics. In: Jain L.C., and Fukuda T. (Eds). Soft Computing for Intelligent Robotic Systems (1998), Physica-Verlag, New York 215-233
    • (1998) Soft Computing for Intelligent Robotic Systems , pp. 215-233
    • Meeden, L.A.1    Kumar, D.2
  • 34
    • 0033676660 scopus 로고    scopus 로고
    • H. Nakamura, A. Ishiguro, Y. Uchilkawa, Evolutionary construction of behavior arbitration mechanisms based on dynamically-rearranging neural networks, in: Proceedings of the 2000 IEEE Congress on Evolutionary Computation, vol. 1, 2000, pp 158-165
  • 35
    • 0346778967 scopus 로고    scopus 로고
    • A.L. Nelson, E. Grant, G.J. Barlow, T.C. Henderson, A colony of robots using vision sensing and evolved neural controllers, in: Proceedings of the 2003 IEEE/RSJ International Conference On Intelligent Robots and Systems, IROS'03, vol. 3, Las Vegas, NV, 2003, pp. 2273-2278
  • 36
    • 1442283130 scopus 로고    scopus 로고
    • Maze exploration behaviors using an integrated evolutionary robotics environment
    • Nelson A.L., Grant E., Galeotti J.M., and Rhody S. Maze exploration behaviors using an integrated evolutionary robotics environment. Robotics and Autonomous Systems 46 3 (2004) 159-173
    • (2004) Robotics and Autonomous Systems , vol.46 , Issue.3 , pp. 159-173
    • Nelson, A.L.1    Grant, E.2    Galeotti, J.M.3    Rhody, S.4
  • 37
    • 33748454758 scopus 로고    scopus 로고
    • A.L. Nelson, E. Grant, T.C. Henderson, Competitive relative performance evaluation of neural controllers for competitive game playing with teams of real mobile robots, in: Proceedings of the 2002 PerMIS Workshop: Measuring the Performance and Intelligence of Systems, Gaithersburg, MD, 2002, pp. 43-50
  • 38
    • 1442356648 scopus 로고    scopus 로고
    • Evolution of neural controllers for competitive game playing with teams of mobile robots
    • Nelson A.L., Grant E., and Henderson T.C. Evolution of neural controllers for competitive game playing with teams of mobile robots. Journal of Robotics and Autonomous Systems 46 3 (2004) 135-150
    • (2004) Journal of Robotics and Autonomous Systems , vol.46 , Issue.3 , pp. 135-150
    • Nelson, A.L.1    Grant, E.2    Henderson, T.C.3
  • 39
    • 84945138251 scopus 로고    scopus 로고
    • A.L. Nelson, E. Grant, G. Lee, Developing evolutionary neural controllers for teams of mobile robots playing a complex game, in: IEEE International Conference on Information Reuse and Integration, IRI'03, Las Vegas, NV, 2003, pp. 212-218
  • 40
    • 0031380540 scopus 로고    scopus 로고
    • Evolving non-trivial behaviors on real robots
    • Nolfi S. Evolving non-trivial behaviors on real robots. Robotics and Autonomous Systems 22 3-4 (1997) 187-198
    • (1997) Robotics and Autonomous Systems , vol.22 , Issue.3-4 , pp. 187-198
    • Nolfi, S.1
  • 41
    • 0032262152 scopus 로고    scopus 로고
    • Evolutionary robotics: Exploiting the full power of self-organization
    • Nolfi S. Evolutionary robotics: Exploiting the full power of self-organization. Connection Science 10 (1998) 167-183
    • (1998) Connection Science , vol.10 , pp. 167-183
    • Nolfi, S.1
  • 42
    • 0032150930 scopus 로고    scopus 로고
    • Co-evolving predator and prey robots: Do 'arms races' arise in artificial evolution?
    • Nolfi S., and Floreano D. Co-evolving predator and prey robots: Do 'arms races' arise in artificial evolution?. Artificial Life 4 4 (1998) 311-335
    • (1998) Artificial Life , vol.4 , Issue.4 , pp. 311-335
    • Nolfi, S.1    Floreano, D.2
  • 44
    • 0002898235 scopus 로고
    • Learning and evolution in neural networks
    • Nolfi S., Elman J.L., and Parisi D. Learning and evolution in neural networks. Adaptive Behavior 3 1 (1994) 5-28
    • (1994) Adaptive Behavior , vol.3 , Issue.1 , pp. 5-28
    • Nolfi, S.1    Elman, J.L.2    Parisi, D.3
  • 45
    • 84902122307 scopus 로고    scopus 로고
    • Evolving brain structures for robot control
    • Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II. IWANN'01, Granada, Spain, Springer-Verlag
    • Pasemann F., Steinmetz U., Hülse M., and Lara B. Evolving brain structures for robot control. Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II. IWANN'01, Granada, Spain. Lecture Notes in Computer Science vol. 2085 (2001), Springer-Verlag 410-417
    • (2001) Lecture Notes in Computer Science , vol.2085 , pp. 410-417
    • Pasemann, F.1    Steinmetz, U.2    Hülse, M.3    Lara, B.4
  • 46
    • 84949751254 scopus 로고    scopus 로고
    • Evolving communication without dedicated communication channels
    • Kelemen J., and Sosik P. (Eds). ECAL'01, Springer, Prague, Czech Republic
    • Quinn M. Evolving communication without dedicated communication channels. In: Kelemen J., and Sosik P. (Eds). Advances in Artificial Life: Proceedings of the Sixth European Conference on Artificial Life. ECAL'01 (2001), Springer, Prague, Czech Republic 357-366
    • (2001) Advances in Artificial Life: Proceedings of the Sixth European Conference on Artificial Life , pp. 357-366
    • Quinn, M.1
  • 47
    • 0034446214 scopus 로고    scopus 로고
    • M. Quinn, Evolving cooperative homogeneous multi-robot teams, Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS'00, vol. 3, Takamatsu, Japan, 2000, pp. 1798-1803
  • 48
    • 33748443670 scopus 로고    scopus 로고
    • M. Quinn, L. Smith, G. Mayley, P. Husbands, Evolving team behaviour for real robots, in: Proceedings of the EPSRC/BBSRC International Workshop on Biologically-Inspired Robotics: The Legacy of W. Grey Walter, WGW '02, HP Bristol Labs, UK, 2002
  • 50
    • 0033308423 scopus 로고    scopus 로고
    • F. Southley, F. Karray, Approaching evolutionary robotics through population-based incremental learning, in: Proceedings of the 1999 IEEE Conference on Systems, Man, and Cybernetics, vol. 2, 1999, pp. 710-715
  • 51
    • 34247522988 scopus 로고    scopus 로고
    • E. Tuci, M. Quinn, I. Harvey, Evolving fixed-weight networks for learning robots, in: Proceedings of the 2002 Congress on Evolutionary Computing, vol. 2, Honolulu, HI, 2002, pp. 1970-1975
  • 52
    • 0037197641 scopus 로고    scopus 로고
    • Embodied evolution: Distributing an evolutionary algorithm in a population of robots
    • Watson R.A., Ficici S.G., and Pollack J.B. Embodied evolution: Distributing an evolutionary algorithm in a population of robots. Robotics and Autonomous Systems 39 1 (2002) 1-18
    • (2002) Robotics and Autonomous Systems , vol.39 , Issue.1 , pp. 1-18
    • Watson, R.A.1    Ficici, S.G.2    Pollack, J.B.3
  • 53
    • 0005905871 scopus 로고    scopus 로고
    • Remembering how to behave: Recurrent neural networks for adaptive robot behavior
    • Medsker L.R., and Jain L.C. (Eds), CRC Press, Boca Raton
    • Ziemke T. Remembering how to behave: Recurrent neural networks for adaptive robot behavior. In: Medsker L.R., and Jain L.C. (Eds). Recurrent Neural Networks: Design and Applications (1999), CRC Press, Boca Raton
    • (1999) Recurrent Neural Networks: Design and Applications
    • Ziemke, T.1


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