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Articles

AI personalities: clues from animal research

Pages 547-559 | Received 14 Sep 2016, Accepted 14 Jan 2018, Published online: 29 Jan 2018

References

  • Aplin, L. M., Farine, D. R., Mann, R. P., & Sheldon, B. C. (2014, July). Individual-level personality influences social foraging and collective behaviour in wild birds. Proceedings of the Royal Society B, 281, 20141016. doi:10.1098/rspb.2014.1016
  • Auerbach, J. E., & Bongard, J. C. (2014). Environmental influence on the evolution of morphological complexity in machines. PLoS Computational Biology, 10(1), e1003399. doi:10.1371/journal.pcbi.1003399
  • Barber, I., & Dingemanse, N. J. (2010). Parasitism and the evolutionary ecology of animal personality. Philosophical Transactions of the Royal Society B: Biological Sciences, 365(1560), 4077–4088. doi:10.1098/rstb.2010.0182
  • Bergmüller, R., & Taborsky, M. (2010). Animal personality due to social niche specialisation. Trends in Ecology & Evolution, 25(9), 504–511. doi:10.1016/j.tree.2010.06.012
  • Biro, P. A., & Stamps, J. A. (2008). Are animal personality traits linked to life-history productivity? Trends in Ecology & Evolution, 23(7), 361–368. doi:10.1016/j.tree.2008.04.003
  • Bostrom, N. (2014). Superintelligence: Paths, dangers, strategies. Oxford: Oxford University Press.
  • Bostrom, N., & Ćirković, M. M. (2011). Global catastrophic risks. Oxford: Oxford University Press.
  • Bostrom, N., & Yudkowsy, E. (2011). The ethics of artificial intelligence. In William Ramsey & Keith Frankish (Eds.), Cambridge handbook of artificial intelligence. Cambridge: Cambridge University Press.
  • Canestrelli, D., Bisconti, R., & Carere, C. (2015). Bolder takes all? The behavioral dimension of biogeography. Trends in Ecology & Evolution, 31(1), 35–43. doi:10.1016/j.tree.2015.11.004
  • Canestrelli, D., Porretta, D., Lowe, W. H., Bisconti, R., Carere, C., & Nascetti, G. (2016). The tangled evolutionary legacies of range expansion and hybridization. Trends in Ecology & Evolution, 31(1), 35–43. doi:10.1016/j.tree.2016.06.010
  • Careau, V., Thomas, D. K., Humphries, M. M., & Réale, D. (2008). Energy metabolism and animal personality. Oikos, 117, 641–653. doi:10.1111/j.2008.0030-1299.16513.x
  • Carere, C., & Maestripieri, D. (2013). Animal personalities: Behavior, physiology, and evolution. Chicago, IL: University of Chicago Press.
  • Chalmers, D. J. (2010). The singularity: A philosophical analysis. Journal of Consciousness Studies, 17, 7–65. doi:10.1016/0022-0396(79)90001-9
  • Chao, Z. C., Bakkum, D. J., & Potter, S. M. (2008). Shaping embodied neural networks for adaptive goal-directed behavior. PLoS Computational Biology, 4(3), e1000042. doi:10.1371/journal.pcbi.1000042
  • Chapman, B. B., Hulthén, K., Blomqvist, D. R., Hansson, L.-A., Nilsson, J.-Å., Brodersen, J., … Brönmark, C. (2011). To boldly go: Individual differences in boldness influence migratory tendency. Ecology Letters, 14(9), 871–876. doi:10.1111/j.1461-0248.2011.01648.x
  • Chapple, D. G., Simmonds, S. M., & Wong, B. B. M. (2012). Can behavioral and personality traits influence the success of unintentional species introductions? Trends in Ecology and Evolution, 27(1), 57–64. doi:10.1016/j.tree.2011.09.010
  • Chrisley, R. (2003). Embodied artificial intelligence. Artificial Intelligence, 149(1), 131–150. doi:10.1016/S0004-3702(03)00055-9
  • Cote, J., Clobert, J., Brodin, T., Fogarty, S., & Sih, A. (2010). Personality-dependent dispersal: Characterization, ontogeny and consequences for spatially structured populations. Philosophical Transactions of the Royal Society B: Biological Sciences, 365(1560), 4065–4076. doi:10.1098/rstb.2010.0176
  • Cully, A., Clune, J., Tarapore, D., & Mouret, J.-B. (2015). Robots that can adapt like animals. Nature, 521(7553), 503–507. doi:10.1038/nature14422
  • Dall, S. R. X., Houston, A. I., & McNamara, J. M. (2004). The behavioural ecology of personality: Consistent individual differences from an adaptive perspective. Ecology Letters, 7(8), 734–739. doi:10.1111/j.1461-0248.2004.00618.x
  • DeWitt, T. J., Sih, A., & Wilson, D. S. (1998). Costs and limits of phenotypic plasticity. Trends in Ecology & Evolution, 13(2), 77–81. doi:10.1016/S0169-5347(97)01274-3
  • Ding, S., Li, H., Su, C., Yu, J., & Jin, F. (2013). Evolutionary artificial neural networks: A review. Artificial Intelligence Review, 39(3), 251–260. doi:10.1007/s10462-011-9270-6
  • Dingemanse, N. J., & Réale, D. (2005). Natural selection and animal personality. Behaviour, 142, 1165–1190.
  • Dingemanse, N. J., Kazem, A. J. N., Réale, D., & Wright, J. (2010). Behavioural reaction norms: Animal personality meets individual plasticity. Trends in Ecology & Evolution, 25(2), 81–89. doi:10.1016/j.tree.2009.07.013
  • Dingemanse, N. J., Barber, I., Wright, J., & Brommer, J. E. (2012). Quantitative genetics of behavioural reaction norms: Genetic correlations between personality and behavioural plasticity vary across stickleback populations. Journal of Evolutionary Biology, 25(3), 485–496. doi:10.1111/j.1420-9101.2011.02439.x
  • Dochtermann, N. A., & Dingemanse, N. J. (2013). Behavioral syndromes as evolutionary constraints. Behavioral Ecology, 24(4), 806–811. doi:10.1093/beheco/art002
  • Dochtermann, N. A., & Roff, D. A. (2010). Applying a quantitative genetics framework to behavioural syndrome research. Philosophical Transactions of the Royal Society B: Biological Sciences, 365(1560), 4013–4020. doi:10.1098/rstb.2010.0129
  • Dunbar, R. I. M. (1998). The social brain hypothesis. Evolutionary Anthropology: Issues, News, and Reviews, 6(5), 178–190. doi:10.1002/(SICI)1520-6505(1998)6:5<178::AID-EVAN5>3.3.CO;2-P
  • Dyer, J. R. G., Croft, D. P., Morrell, L. J., & Krause, J. (2009). Shoal composition determines foraging success in the guppy. Behavioral Ecology, 20(1), 165–171. doi:10.1093/beheco/arn129
  • Eden, A. H., Moor, J. H., Soraker, J. H., & Steinhart, E. (Eds.). (2012). Singularity Hypotheses: A Scientific and Philosophical Assessment. New York: Springer.
  • Eiben, A. E., Kernbach, S., & Haasdijk, E. (2012). Embodied artificial evolution: Artificial evolutionary systems in the 21st Century. Evolutionary Intelligence, 5(4), 261–272. doi:10.1007/s12065-012-0071-x
  • Eskridge, B. E., & Schlupp, I. (2007). Effects of personality distribution on collective behavior. In ALIFE 14: Proceedings of the fourteenth international conference on the synthesis and simulation of living systems. New York, NY, USA.
  • Ferrante, E., Turgut, A. E., Duéñez-Guzmán, E., Dorigo, M., & Wenseleers, T. (2015). Evolution of self-organized task specialization in robot swarms. PLOS Computational Biology, 11(8), e1004273. doi:10.1371/journal.pcbi.1004273
  • Floreano, D., & Keller, L. (2010). Evolution of adaptive behaviour in robots by means of Darwinian selection. PLOS Biology, 8(1), 1–8. doi:10.1371/journal.pbio.1000292
  • Goertzel, B., & Pennachin, C. (2007). Artificial General Intelligence. New York, NY: Springer Berlin Heidelberg.10.1007/978-3-540-68677-4
  • Goertzel, B., Ke, S., Lian, R., O’Neill, J., Sadeghi, K., Wang, D., … Yu, G. (2013). The cogprime architecture for embodied Artificial General Intelligence. In Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Human-Like Intelligence, CIHLI 2013–2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013 (pp. 60–67). Retrieved from https://doi.org/10.1109/CIHLI.2013.6613266
  • Grinsted, L., Pruitt, J. N., Settepani, V., & Bilde, T. (2013). Individual personalities shape task differentiation in a social spider. Proceedings of the Royal Society B: Biological Sciences, 280, 20131407. doi:10.1098/rspb.2013.1407
  • Groothuis, T. G. G., & Trillmich, F. (2011). Unfolding personalities: The importance of studying ontogeny. Developmental Psychobiology, 53(6), 641–655. doi:10.1002/dev.20574
  • Ingley, S. J., & Johnson, J. B. (2014). Animal personality as a driver of reproductive isolation. Trends in Ecology & Evolution, 29(7), 369–371. doi:10.1016/j.tree.2014.04.008
  • Jacoby, D. M. P., Fear, L. N., Sims, D. W., & Croft, D. P. (2014). Shark personalities? Repeatability of social network traits in a widely distributed predatory fish. Behavioral Ecology and Sociobiology, 68(12), 1995–2003. doi:10.1007/s00265-014-1805-9
  • Johnson, N., Zhao, G., Hunsader, E., Qi, H., Johnson, N., Meng, J., & Tivnan, B. (2013). Abrupt rise of new machine ecology beyond human response time. Scientific Reports, 3, 2627. doi:10.1038/srep02627
  • Keiser, C. N., Jones, D. K., Modlmeier, A. P., & Pruitt, J. N. (2014). Exploring the effects of individual traits and within-colony variation on task differentiation and collective behavior in a desert social spider. Behavioral Ecology and Sociobiology, 68(5), 839–850. doi:10.1007/s00265-014-1696-9
  • Kortet, R., Hedrick, A. V., & Vainikka, A. (2010). Parasitism, predation and the evolution of animal personalities. Ecology Letters, 13(12), 1449–1458. doi:10.1111/j.1461-0248.2010.01536.x
  • Krause, J., James, R., & Croft, D. P. (2010). Personality in the context of social networks. Philosophical Transactions of the Royal Society B: Biological Sciences, 365(1560), 4099–4106. doi:10.1098/rstb.2010.0216
  • Kurvers, R. H. J. M., Prins, H. H. T., van Wieren, S. E., van Oers, K., Nolet, B. A., Ydenberg, R. C., … Weissing, F. J. (2010). The effect of personality on social foraging: Shy barnacle geese scrounge more. Proceedings of the Royal Society B, 277(1681), 601–608. doi:10.1098/rspb.2009.1474
  • Kurzweil, R. (2006). The Singularity is Near. New York, NY: Viking.
  • Lewejohann, L., Zipser, B., & Sachser, N. (2011). Personality in laboratory mice used for biomedical research: A way of understanding variability? Developmental Psychobiology, 53(6), 624–630. doi:10.1002/dev.20553
  • Luttbeg, B., & Sih, A. (2010). Risk, resources and state-dependent adaptive behavioural syndromes. Philosophical Transactions of the Royal Society B: Biological Sciences, 365(1560), 3977–3990. doi:10.1098/rstb.2010.0207
  • Maarouf, M., Sosa, A., Galvan, B., Greiner, D., Winter, G., Mendez, M., & Aguasca, R. (2015). The role of artificial neural networks in evolutionary optimisation: A review. In D. Greiner, B. Galván, J. Periaux, N. Gauger, K. C. Giannakoglou, & G. Winter (Eds.), Advances in evolutionary and deterministic methods for design, optimization and control in engineering and sciences (pp. 59–76). Heidelberg, Germany: Springer.
  • Mathot, K. J., Wright, J., Kempenaers, B., & Dingemanse, N. J. (2012). Adaptive strategies for managing uncertainty may explain personality-related differences in behavioural plasticity. Oikos, 121(7), 1009–1020. doi:10.1111/j.1600-0706.2012.20339.x
  • Neff, B. D., Sherman, P. W., Sih, A., Bell, A. M., & Johnson, J. C. (2004). Behavioral syndromes versus darwinian algorithms. Trends in Ecology and Evolution, 19(12), 621–622. doi:10.1016/j.tree.2004.09.017
  • van Oers, K., & Sinn, D. L. (2011). Towards a basis for the phenotypic gambit: Advances in the evolutionary genetics of animal personality. In M. Inoue-Murayama, S. Kawamura, & A. Weiss (Eds.), From genes to behaviour (pp. 165–183). Tokyo: Springer Japan. doi:10.1007/978-4-431-53892-9
  • van Oers, K., De Jong, G., & Van Noordwijk, A. J. (2005). Contribution of genetics to the study of animal personalities : A review of case studies. Behaviour, 142, 1191–1212.
  • Pettorelli, N., Coulson, T., Durant, S. M., & Gaillard, J.-M. (2011). Predation, individual variability and vertebrate population dynamics. Oecologia, 167(2), 305–314. doi:10.1007/s00442-011-2069-y
  • Pfeifer, R., Lungarella, M., & Iida, F. (2007). Self- organization, embodiment, and biologically inspired robotics. Science, 318(5853), 1088–1093. doi:10.1126/science.1145803
  • Pruitt, J. N., & Riechert, S. E. (2011). How within-group behavioural variation and task efficiency enhance fitness in a social group. Proceedings of the Royal Society B: Biological Sciences, 278(1709), 1209–1215. doi:10.1098/rspb.2010.1700
  • Réale, D., Garant, D., Humphries, M. M., Bergeron, P., Careau, V., & Montiglio, P.-O. (2010). Personality and the emergence of the pace-of-life syndrome concept at the population level. Philosophical Transactions of the Royal Society B: Biological Sciences, 365(1560), 4051–4063. doi:10.1098/rstb.2010.0208
  • Rochkind, M. J. (2004). Advanced Unix programming (2nd ed.). Redwood City, CA: Addison Wesley.
  • Schuett, W., Tregenza, T., & Dall, S. R. X. (2010). Sexual selection and animal personality. Biological Reviews, 85(2), 217–246. doi:10.1111/j.1469-185X.2009.00101.x
  • Sih, A., & Bell, A. M. (2008). Insights for behavioral ecology from behavioral syndromes. Advances in the study of behavior, 38, 227–281. doi:10.1016/S0065-3454(08)00005-3
  • Sih, A., & Del Giudice, M. (2012). Linking behavioural syndromes and cognition: A behavioural ecology perspective. Philosophical Transactions of the Royal Society B: Biological Sciences, 367(1603), 2762–2772. doi:10.1098/rstb.2012.0216
  • Sih, A., Bell, A. M., & Johnson, J. C. (2004). Behavioral syndromes: An ecological and evolutionary overview. Trends in Ecology & Evolution, 19(7), 372–378. doi:10.1016/j.tree.2004.04.009
  • Sih, A., Bell, A. M., Johnson, J. C., & Ziemba, R. E. (2004). Behavioral syndromes: An integrative overview. The Quarterly Review of Biology, 79(3), 241–277 . Retrieved from http://europepmc.org/abstract/MED/78552310.1086/422893
  • Sih, A., Cote, J., Evans, M., Fogarty, S., & Pruitt, J. N. (2012). Ecological implications of behavioural syndromes. Ecology Letters, 15(3), 278–289. doi:10.1111/j.1461-0248.2011.01731.x
  • Sih, A., Mathot, K. J., Moirón, M., Montiglio, P.-O., Wolf, M., & Dingemanse, N. J. (2015). Animal personality and state–behaviour feedbacks: A review and guide for empiricists. Trends in Ecology & Evolution, 30(1), 50–60. doi:10.1016/j.tree.2014.11.004
  • Smith, B. R., & Blumstein, D. T. (2008). Fitness consequences of personality: A meta-analysis. Behavioral Ecology, 19(2), 448–455. doi:10.1093/beheco/arm144
  • Stamps, J. A., & Groothuis, T. G. G. (2010). Developmental perspectives on personality: Implications for ecological and evolutionary studies of individual differences. Philosophical Transactions of the Royal Society B: Biological Sciences, 365(1560), 4029–4041. doi:10.1098/rstb.2010.0218
  • Wilson, A. D. M., Krause, J., Herbert-Read, J. E., & Ward, A. J. W. (2014). The personality behind cheating: Behavioural types and the feeding ecology of cleaner fish. Ethology, 120(9), 904–912. doi:10.1111/eth.12262
  • Wolf, M., & Krause, J. (2014). Why personality differences matter for social functioning and social structure. Trends in Ecology & Evolution, 29(6), 306–308. doi:10.1016/j.tree.2014.03.008
  • Wolf, M., & Weissing, F. J. (2010). An explanatory framework for adaptive personality differences. Philosophical Transactions of the Royal Society B: Biological Sciences, 365(1560), 3959–3968. doi:10.1098/rstb.2010.0215
  • Wolf, M., & Weissing, F. J. (2012). Animal personalities: Consequences for ecology and evolution. Trends in Ecology & Evolution, 27(8), 452–461. doi:10.1016/j.tree.2012.05.001
  • Wolf, M., van Doorn, G. S., Leimar, O., & Weissing, F. J. (2007). Life-history trade-offs favour the evolution of animal personalities. Nature, 447(7144), 581–584. doi:10.1038/nature05835
  • Wright, C. M., Holbrook, C. T., & Pruitt, J. N. (2014). Animal personality aligns task specialization and task proficiency in a spider society. Proceedings of the National Academy of Sciences, 111, 9533–9537. doi:10.1073/pnas.1400850111
  • Zaman, L., Meyer, J. R., Devangam, S., Bryson, D. M., Lenski, R. E., & Ofria, C. (2014). Coevolution drives the emergence of complex traits and promotes evolvability. PLoS Biology, 12(12), e1002023. doi:10.1371/journal.pbio.1002023

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