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From the formation of snowflakes to the evolution of diverse life forms, emergence is ubiquitous in our universe.
Intrinsically Motivated Discovery of Diverse Patterns in Self-Organizing Systems
Reinke, C., Etcheverry, M., and Oudeyer, P.-Y. (2020) · 1908
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Evolving Structures in Complex Systems
Cisneros, H., Sivic, J., and Mikolov, T. (2019) · 1911
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The chemical basis of morphogenesis
Turing, A. M. (1952) · 1952
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Theory of Self-Reproducing Automata
Neumann, J. V. and Burks, A. W. (1966) · 1966
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Mathematical games: the fantastic combinations of john conway’s new solitaire game ”life
Gardener, M. (1970) · 1970
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Organisms as ecosystem engineers
Jones, C., Lawton, J., and Schachak, M. (1994) · 1994
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Four steps toward open-ended evolution
Maley, C. (1999) · 1999
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Evolving Cellular Automata with Genetic Algorithms: A Review of Recent Work
Mitchell, M., Crutchfield, J., and Das, R. (2000) · 2000
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Open-Ended Artificial Evolution
Standish, R. K. (2002) · 2002
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A New Kind of Science
Wolfram, S. (2002) · 2002
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An ecosystem engineer, the beaver, increases species richness at the landscape scale
Wright, J. P., Jones, C. G., and Flecker, A. S. (2002) · 2002
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Research of a Cellular Automaton Simulating Logic Gates by Evolutionary Algorithms
Sapin, E., Bailleux, O., and Chabrier, J.-J. (2003) · 2003
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Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic Systems
Etcheverry, M., Moulin-Frier, C., and Oudeyer, P.-Y. (2021) · 2007
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Evolving a diversity of virtual creatures through novelty search and local competition
Lehman, J. and Stanley, K. O. (2011) · 2011
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Generalization of Conway’s ”Game of Life” to a continuous domain - SmoothLife
Rafler, S. (2011) · 2011
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Auto-encoding variational bayes
Kingma, D. P. and Welling, M. (2014) · 2014
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Identifying Necessary Conditions for Open-Ended Evolution through the Artificial Life World of Chromaria
Soros, L. and Stanley, K. (2014) · 2014
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Illuminating search spaces by mapping elites
Mouret, J. and Clune, J. (2015) · 2015
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The MODES Toolbox: Measurements of Open-Ended Dynamics in Evolving Systems
Dolson, E. L., Vostinar, A. E., Wiser, M. J., and Ofria, C. (2019) · 2019
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Open-Endedness for the Sake of Open-Endedness
Hintze, A. (2019) · 2019
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An Overview of Open-Ended Evolution: Editorial Introduction to the Open-Ended Evolution II Special Issue
Packard, N., Bedau, M. A., Channon, A., Ikegami, T., Rasmussen, S., Stanley, K. O., and Taylor, T. (2019) · 2019
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Evolved Open-Endedness, Not Open-Ended Evolution
Pattee, H. H. and Sayama, H. (2019) · 2019
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Defining lyfe in the universe: From three privileged functions to four pillars
Bartlett, S. and Wong, M. L. (2020) · 2020
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Lenia and Expanded Universe
Chan, B. W.-C. (2020) · 2020
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Requirements for open-ended evolution in natural and artificial systems
Taylor, T. (2015) · 2015
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Quality Diversity: A New Frontier for Evolutionary Computation
Pugh, J. K., Soros, L. B., and Stanley, K. O. (2016) · 2016
Cited alongside, same era.
Formal Definitions of Unbounded Evolution and Innovation Reveal Universal Mechanisms for Open-Ended Evolution in Dynamical Systems
Adams, A., Zenil, H., Davies, P. C. W., and Walker, S. I. (2017) · 2017
Cited alongside, same era.
Open-endedness: The last grand challenge you’ve never heard of
Soros, L., Lehman, J., and Stanley, K. O. (2017) · 2017
Cited alongside, same era.
Quality and Diversity Optimization: A Unifying Modular Framework
Cully, A. and Demiris, Y. (2018) · 2018
Cited alongside, same era.
Discovering the elite hypervolume by leveraging interspecies correlation
Vassiliades, V. and Mouret, J.-B. (2018) · 2018
Cited alongside, same era.
Lenia - Biology of Artificial Life
Chan, B. W.-C. (2019) · 2019
Cited alongside, same era.
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Visualizing computation in large-scale cellular automata
Cisneros, H., Sivic, J., and Mikolov, T. (2020) · 2020
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Growing neural cellular automata
Mordvintsev, A., Randazzo, E., Niklasson, E., and Levin, M. (2020) · 2020
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Variational Neural Cellular Automata
Palm, R. B., Duque, M. G., Sudhakaran, S., and Risi, S. (2021) · 2021
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Unsupervised Behavior Discovery With Quality-Diversity Optimization
Grillotti, L. and Cully, A. (2022) · 2022
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Towards Large-Scale Simulations of Open-Ended Evolution in Continuous Cellular Automata
Chan, B. W.-C. (2023) · 2023
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Flow-Lenia: Towards open-ended evolution in cellular automata through mass conservation and parameter localization
Plantec, E., Hamon, G., Etcheverry, M., Oudeyer, P.-Y., Moulin-Frier, C., and Chan, B. W.-C. (2023) · 2023
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Capturing Emerging Complexity in Lenia
Jain, S., Shrestha, A., and Nichele, S. (2024) · 2024
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