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Open-Ended Evolution: Perspectives from the OEE Workshop in York
  
  Tim Taylor,  Mark Bedau,  Alastair Channon,  David Ackley,  Wolfgang Banzhaf,  Guillaume Beslon,  Emily Dolson,  Tom Froese,  Simon Hickinbotham,  Takashi Ikegami,  Barry McMullin,  Norman Packard,  Steen Rasmussen,  Nathaniel Virgo,  Eran Agmon,  Edward Clark,  Simon McGregor,  Charles Ofria,  Glen Ropella,  Lee Spector,  Kenneth O. Stanley,  Adam Stanton,  Christopher Timperley,  Anya Vostinar,  Michael Wiser
2016

Abstract
We describe the content and outcomes of the First Workshop on Open-Ended Evolution: Recent Progress and Future Milestones (OEE1), held during the ECAL 2015 conference at the University of York, UK, in July 2015. We briefly summarize the content of the workshop’s talks, and identify the main themes that emerged from the open discussions. Two important conclusions from the discussions are: (1) the idea of pluralism about OEE — it seems clear that there is more than one interesting and important kind of OEE; and (2) the importance of distinguishing observable behavioral hallmarks of systems undergoing OEE from hypothesized underlying mechanisms that explain why a system exhibits those hallmarks. We summarize the different hallmarks and mechanisms discussed during the workshop, and list the specific systems that were highlighted with respect to particular hallmarks and mechanisms. We conclude by identifying some of the most important open research questions about OEE that are apparent in light of the discussions. The York workshop provides a foundation for a follow-up OEE2 workshop taking place at the ALIFE XV conference in Cancún, Mexico, in July 2016. Additional materials from the York workshop, including talk abstracts, presentation slides, and videos of each talk, are available at http://alife.org/ws/oee1.

 
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Reference
<span id="taylor2016openended">Taylor, T., Bedau, M., Channon, A., Ackley, D., Banzhaf, W., Beslon, G., … Wiser, M. (2016). Open-Ended Evolution: Perspectives from the OEE Workshop in York. <i>Artificial Life</i>, <i>22</i>(3), 408–423. https://doi.org/10.1162/artl_a_00210</span>

BibTeX
@article{taylor2016openended,
  author = {Taylor, Tim and Bedau, Mark and Channon, Alastair and Ackley, David and Banzhaf, Wolfgang and Beslon, Guillaume and Dolson, Emily and Froese, Tom and Hickinbotham, Simon and Ikegami, Takashi and McMullin, Barry and Packard, Norman and Rasmussen, Steen and Virgo, Nathaniel and Agmon, Eran and Clark, Edward and McGregor, Simon and Ofria, Charles and Ropella, Glen and Spector, Lee and Stanley, Kenneth O. and Stanton, Adam and Timperley, Christopher and Vostinar, Anya and Wiser, Michael},
  title = {Open-Ended Evolution: Perspectives from the {OEE} Workshop in {Y}ork},
  journal = {Artificial Life},
  year = {2016},
  publisher = {{MIT} Press Journals},
  volume = {22},
  number = {3},
  pages = {408--423},
  doi = {10.1162/artl_a_00210},
  category = {journal},
  keywords = {oee}
}

   
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<div class="overflow-scroll"><span id="taylor2021evolutionary">Taylor, T. (2021). <b>Evolutionary Innovation Viewed as Novel Physical Phenomena and Hierarchical Systems Building</b>. <i>Presented at the Fourth Workshop on Open-Ended Evolution (OEE4) at the 2021 Conference on Artificial Life (ALIFE 2021)</i>. Retrieved from https://arxiv.org/abs/2107.09669</span></div>

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    <pre>@article{taylor2021evolutionary,
  author = {Taylor, Tim},
  title = {Evolutionary Innovation Viewed as Novel Physical Phenomena and Hierarchical Systems Building},
  journal = {Presented at the Fourth Workshop on Open-Ended Evolution (OEE4) at the 2021 Conference on Artificial Life (ALIFE 2021)},
  year = {2021},
  month = jul,
  url = {https://arxiv.org/abs/2107.09669},
  category = {workshop},
  keywords = {oee}
}
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<div class="overflow-scroll"><span id="taylor2020importance">Taylor, T. (2020). <b>The Importance of Open-Endedness (For the Sake of Open-Endedness)</b>. In J. Bongard, J. Lovato, L. Hebert-Dufrésne, R. Dasari, &amp; L. Soros (Eds.), <i>ALIFE 2020: Proceedings of the Artificial Life Conference 2020</i> (pp. 578–580). https://doi.org/10.1162/isal_a_00257</span></div>

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    <pre>@inproceedings{taylor2020importance,
  author = {Taylor, Tim},
  title = {The Importance of Open-Endedness (For the Sake of Open-Endedness)},
  booktitle = {ALIFE 2020: Proceedings of the Artificial Life Conference 2020},
  editor = {Bongard, Josh and Lovato, Juniper and Hebert-Dufrésne, Laurent and Dasari, Radhakrishna and Soros, Lisa},
  year = {2020},
  publisher = {{MIT} Press},
  pages = {578-580},
  doi = {10.1162/isal_a_00257},
  category = {conference},
  keywords = {oee}
}
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<div class="overflow-scroll"><span id="taylor2019evolutionary">Taylor, T. (2019). <b>Evolutionary Innovations and Where to Find Them: Routes to Open-Ended Evolution in Natural and Artificial Systems</b>. <i>Artificial Life</i>, <i>25</i>(2), 207–224. https://doi.org/10.1162/artl_a_00290</span></div>

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    <pre>@article{taylor2019evolutionary,
  author = {Taylor, Tim},
  title = {Evolutionary Innovations and Where to Find Them: Routes to Open-Ended Evolution in Natural and Artificial Systems},
  journal = {Artificial Life},
  year = {2019},
  volume = {25},
  number = {2},
  pages = {207--224},
  publisher = {{MIT} Press Journals},
  doi = {10.1162/artl_a_00290},
  issn = {1064-5462},
  category = {journal},
  keywords = {oee}
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  author = {Packard, Norman and Bedau, Mark and Channon, Alastair and Ikegami, Takashi and Rasmussen, Steen and Stanley, Kenneth and Taylor, Tim},
  title = {An Overview of Open-Ended Evolution: Editorial Introduction to the Open-Ended Evolution II Special Issue},
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<div class="overflow-scroll"><span id="packard2019openended">Packard, N., Bedau, M., Channon, A., Ikegami, T., Rasmussen, S., Stanley, K., &amp; Taylor, T. (2019). <b>Open-Ended Evolution and Open-Endedness: Editorial Introduction to the Open-Ended Evolution I Special Issue</b>. <i>Artificial Life</i>, <i>25</i>(1), 1–3. https://doi.org/10.1162/artl_e_00282</span></div>

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    <pre>@article{packard2019openended,
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  keywords = {oee}
}
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<div class="overflow-scroll"><span id="taylor2018routes">Taylor, T. (2018). <b>Routes to Open-Endedness in Evolutionary Systems</b>. <i>Presented at the Third Workshop on Open-Ended Evolution (OEE3) at the 2018 Conference on Artificial Life (ALIFE 2018)</i>. Retrieved from https://arxiv.org/abs/1806.01883v3</span></div>

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    <pre>@article{taylor2018routes,
  author = {Taylor, Tim},
  title = {Routes to Open-Endedness in Evolutionary Systems},
  journal = {Presented at the Third Workshop on Open-Ended Evolution (OEE3) at the 2018 Conference on Artificial Life (ALIFE 2018)},
  year = {2018},
  month = jul,
  url = {https://arxiv.org/abs/1806.01883v3},
  category = {workshop},
  keywords = {oee}
}
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<div class="overflow-scroll"><span id="taylor2015requirements">Taylor, T. (2015). <b>Requirements for Open-Ended Evolution in Natural and Artificial Systems</b>. <i>Presented at the EvoEvo Workshop at the European Conference on Artificial Life 2015 (ECAL 2015)</i>. Retrieved from https://arxiv.org/abs/1507.07403</span></div>

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    <pre>@article{taylor2015requirements,
  author = {Taylor, Tim},
  title = {Requirements for Open-Ended Evolution in Natural and Artificial Systems},
  journal = {Presented at the EvoEvo Workshop at the European Conference on Artificial Life 2015 (ECAL 2015)},
  year = {2015},
  month = jul,
  url = {https://arxiv.org/abs/1507.07403},
  category = {workshop},
  keywords = {oee}
}
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<div class="overflow-scroll"><span id="taylor2014evolution">Taylor, T. (2014). <b>Evolution in virtual worlds</b>. In M. Grimshaw (Ed.), <i>The Oxford Handbook of Virtuality</i> (pp. 526–548). https://doi.org/10.1093/oxfordhb/9780199826162.013.044</span></div>

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    <pre>@inbook{taylor2014evolution,
  title = {Evolution in virtual worlds},
  author = {Taylor, Tim},
  year = {2014},
  doi = {10.1093/oxfordhb/9780199826162.013.044},
  language = {English},
  isbn = {9780199826162},
  pages = {526--548},
  editor = {Grimshaw, Mark},
  booktitle = {The Oxford Handbook of Virtuality},
  publisher = {Oxford University Press},
  address = {United Kingdom},
  category = {chapter},
  keywords = {oee}
}
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<div class="overflow-scroll"><span id="taylor2012exploring">Taylor, T. (2012). <b>Exploring the Concept of Open-Ended Evolution</b>. In C. Adami, D. M. Bryson, C. Ofria, &amp; R. T. Pennock (Eds.), <i>Artificial Life 13: Proceedings of the Thirteenth International Conference on the Simulation and Synthesis of Living Systems</i> (pp. 540–541). MIT Press.</span></div>

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    <pre>@inproceedings{taylor2012exploring,
  author = {Taylor, Tim},
  title = {Exploring the Concept of Open-Ended Evolution},
  booktitle = {Artificial Life 13: Proceedings of the Thirteenth International Conference on the Simulation and Synthesis of Living Systems},
  year = {2012},
  editor = {Adami, Christoph and Bryson, David M. and Ofria, Charles and Pennock, Robert T.},
  pages = {540--541},
  publisher = {{MIT} Press},
  category = {conference},
  keywords = {oee}
}
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<div class="overflow-scroll"><span id="taylor2004redrawing">Taylor, T. (2004). <b>Redrawing the Boundary between Organism and Environment</b>. In J. Pollack, M. A. Bedau, P. Husbands, R. A. Watson, &amp; T. Ikegami (Eds.), <i>Artificial Life IX: Proceedings of the Ninth International Conference on the Simulation and Synthesis of Living Systems</i> (pp. 268–273). https://doi.org/10.7551/mitpress/1429.003.0045</span></div>

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    <pre>@inproceedings{taylor2004redrawing,
  author = {Taylor, Tim},
  title = {Redrawing the Boundary between Organism and Environment},
  booktitle = {Artificial Life IX: Proceedings of the Ninth International Conference on the Simulation and Synthesis of Living Systems},
  year = {2004},
  editor = {Pollack, Jordan and Bedau, Mark A. and Husbands, Phil and Watson, Richard A. and Ikegami, Takashi},
  pages = {268-273},
  address = {Cambridge, MA},
  publisher = {{MIT} Press},
  doi = {10.7551/mitpress/1429.003.0045},
  category = {conference},
  keywords = {evoca, oee, meaning, agency}
}
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<div class="overflow-scroll"><span id="taylor2003evolving">Taylor, T. (2003). <b>Evolving Interaction in Artificial Systems: An historical overview and future directions</b>. In P. McOwan, K. Dautenhahn, &amp; C. L. Nehaniv (Eds.), <i>Abstracts from the Evolvability and Interaction Symposium, held at Queen Mary, University of London, UK, in October 2003</i>. University of Hertfordshire Computer Science Technical Report No. 393.</span></div>

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    <pre>@incollection{taylor2003evolving,
  author = {Taylor, Tim},
  title = {Evolving Interaction in Artificial Systems: An historical overview and future directions},
  booktitle = {Abstracts from the Evolvability and Interaction Symposium, held at Queen Mary, University of London, UK, in October 2003},
  publisher = {University of Hertfordshire Computer Science Technical Report No.~393},
  year = {2003},
  month = oct,
  editor = {McOwan, Peter and Dautenhahn, Kerstin and Nehaniv, Chrystopher L.},
  category = {workshop},
  keywords = {evoca, history, oee}
}
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<div class="overflow-scroll"><span id="taylor2001creativity">Taylor, T. (2001). <b>Creativity in Evolution: Individuals, Interactions and Environments</b>. In P. J. Bentley &amp; D. W. Corne (Eds.), <i>Creative Evolutionary Systems</i> (pp. 79–108). https://doi.org/10.1016/b978-155860673-9/50037-9</span></div>

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    <pre>@incollection{taylor2001creativity,
  author = {Taylor, Tim},
  title = {Creativity in Evolution: Individuals, Interactions and Environments},
  booktitle = {Creative Evolutionary Systems},
  editor = {Bentley, Peter J and Corne, David W},
  chapter = {1},
  pages = {79--108},
  publisher = {Morgan Kaufmann},
  year = {2001},
  doi = {10.1016/b978-155860673-9/50037-9},
  category = {chapter},
  keywords = {creativity, oee}
}
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<div class="overflow-scroll"><span id="taylor2000some">Taylor, T. (2000). <b>Some Representational and Ecological Aspects of Evolvability</b>. In C. L. Nehaniv (Ed.), <i>Proceedings of the Evolvability Workshop at the the Seventh International Conference on the Simulation and Synthesis of Living Systems (Artificial Life 7)</i> (pp. 41–44). Retrieved from http://homepages.herts.ac.uk/ comqcln/al7ev/cnts.html</span></div>

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    <pre>@inproceedings{taylor2000some,
  author = {Taylor, Tim},
  title = {Some Representational and Ecological Aspects of Evolvability},
  booktitle = {Proceedings of the Evolvability Workshop at the the Seventh International Conference on the Simulation and Synthesis of Living Systems (Artificial Life 7)},
  year = {2000},
  editor = {Nehaniv, Chrystopher L.},
  pages = {41-44},
  url = {http://homepages.herts.ac.uk/~comqcln/al7ev/cnts.html},
  month = aug,
  category = {workshop},
  keywords = {selfrep, oee}
}
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<div class="overflow-scroll"><span id="taylor1999artificial">Taylor, T. J. (1999). <i><b>From Artificial Evolution to Artificial Life</b></i> (PhD thesis). School of Informatics, College of Science and Engineering, University of Edinburgh.</span></div>

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    <pre>@phdthesis{taylor1999artificial,
  author = {Taylor, Timothy John},
  title = {From Artificial Evolution to Artificial Life},
  school = {School of Informatics, College of Science and Engineering, University of Edinburgh},
  year = {1999},
  uri = {http://hdl.handle.net/1842/361},
  category = {dissertation},
  keywords = {selfrep, oee, cosmos}
}
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<div class="overflow-scroll"><span id="taylor1998nidus">Taylor, T. (1998). <i><b>Nidus Design Document</b></i> (Departmental Working Paper No. 269). Department of Artificial Intelligence, University of Edinburgh.</span></div>

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    <pre>@techreport{taylor1998nidus,
  author = {Taylor, Tim},
  title = {Nidus Design Document},
  institution = {Department of Artificial Intelligence, University of Edinburgh},
  year = {1998},
  type = {Departmental Working Paper},
  number = {269},
  month = jun,
  category = {techreport},
  keywords = {oee}
}
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