The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities

@article{Lehman2018TheSC,
  title={The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities},
  author={Joel Lehman and J. Clune and Dusan Misevic and C. Adami and L. Altenberg and J. Beaulieu and P. Bentley and Samuel Bernard and G. Beslon and David M. Bryson and P. Chrabaszcz and Nick Cheney and Antoine Cully and S. Doncieux and F. Dyer and Kai Olav Ellefsen and R. Feldt and S. Fischer and S. Forrest and Antoine Fr{\'e}noy and Christian Gagn{\'e} and Leni K. Le Goff and Laura M. Grabowski and B. Hodjat and F. Hutter and L. Keller and Carole Knibbe and Peter Krcah and R. Lenski and H. Lipson and R. MacCurdy and C. Maestre and R. Miikkulainen and S. Mitri and David E. Moriarty and Jean-Baptiste Mouret and Anh M Nguyen and C. Ofria and M. Parizeau and D. P. Parsons and R. Pennock and W. Punch and Thomas S. Ray and Marc Schoenauer and Eric Shulte and K. Sims and K. Stanley and F. Taddei and Danesh Tarapore and S. Thibault and W. Weimer and R. Watson and Jason Yosinksi},
  journal={Artificial Life},
  year={2018},
  volume={26},
  pages={274-306}
}
  • Joel Lehman, J. Clune, +50 authors Jason Yosinksi
  • Published 2018
  • Computer Science, Medicine
  • Artificial Life
  • Biological evolution provides a creative fount of complex and subtle adaptations, often surprising the scientists who discover them. [...] Key Result In doing so we also present here substantial evidence that the existence and importance of evolutionary surprises extends beyond the natural world, and may indeed be a universal property of all complex evolving systems.Expand Abstract
    87 Citations
    Qualities, challenges and future of genetic algorithms: a literature review
    The Role of Embodiment in Open-Ended Evolution
    • 1
    • PDF
    Open Questions in Creating Safe Open-ended AI: Tensions Between Control and Creativity
    • 2
    • PDF
    Emergence of Organisms
    AI-GAs: AI-generating algorithms, an alternate paradigm for producing general artificial intelligence
    • 27
    • PDF
    Why We Do Not Evolve Software? Analysis of Evolutionary Algorithms
    • 2
    • PDF

    References

    SHOWING 1-10 OF 180 REFERENCES
    An Evolutionary Approach to Synthetic Biology: Zen and the Art of Creating Life
    • 80
    • PDF
    The evolutionary origin of complex features
    • 625
    • PDF
    The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems and Adaptation
    • G. Flake
    • Computer Science, Mathematics
    • 1998
    • 327
    • PDF
    Robustness and evolvability of cooperation
    • 6
    • PDF
    Emergence: Chaos to Order
    • 1,044
    Models, simulations, instantiations, and evidence: the case of digital evolution
    • R. Pennock
    • Computer Science
    • J. Exp. Theor. Artif. Intell.
    • 2007
    • 48
    • PDF
    Evolutionary computation: a unified approach
    • C. Reeves
    • Computer Science
    • Genetic Programming and Evolvable Machines
    • 2007
    • 345