Social Learning and Cultural Evolution in Artificial Life

We describe the questions and discussions raised at the First Workshop on Social Learning and Cultural Evolution held at theArtificial Life Conference 2016 in Cancún, Mexico in July 2016. The purpose of the workshop was to assemble artificial life researchers interested in social learning and cultural evolution into one group so that we could focus on recent work and interesting open questions. Our discussion related to both the mechanisms of social learning and cultural evolution and the consequences and influence of social learning and cultural evolution on living systems. We present the contributions of our workshop presenters and conclude with a discussion of the more important open questions in this area.

[1]  Alastair Channon,et al.  Discovering and maintaining behaviours inaccessible to incremental genetic evolution through transcription errors and cultural transmission , 2011, ECAL.

[2]  John A. Bullinaria Lifetime Learning as a Factor in Life History Evolution , 2009, Artificial Life.

[3]  A. Whiten,et al.  On the Nature and Evolution of Imitation in the Animal Kingdom: Reappraisal of a Century of Research , 1992 .

[4]  Chris Marriott,et al.  The Effect of Social Learning on Individual Learning and Evolution , 2014, ArXiv.

[5]  Chris Marriott,et al.  Finding a Mate With No Social Skills , 2015, GECCO.

[6]  John A. Bullinaria,et al.  Imitative and Direct Learning as Interacting Factors in Life History Evolution , 2017, Artificial Life.

[7]  K. Laland Social learning strategies , 2004, Learning & behavior.

[8]  Chris Marriott,et al.  Divergent Cumulative Cultural Evolution , 2016, ALIFE.

[9]  F. C. Santos,et al.  The role of diversity in the evolution of cooperation. , 2012, Journal of theoretical biology.

[10]  Eörs Szathmáry,et al.  The Major Transitions in Evolution , 1997 .

[11]  Alastair Channon,et al.  Analysis of Social Learning Strategies When Discovering and Maintaining Behaviours Inaccessible to Incremental Genetic Evolution , 2016, SAB.

[12]  F. C. Santos,et al.  Scale-free networks provide a unifying framework for the emergence of cooperation. , 2005, Physical review letters.

[13]  Lydia M. Hopper,et al.  Emulation, imitation, over-imitation and the scope of culture for child and chimpanzee , 2009, Philosophical Transactions of the Royal Society B: Biological Sciences.

[14]  Peter Grogono,et al.  Modeling the Evolution of Mimicry , 2016, ALIFE.

[15]  Chris Marriott,et al.  Modeling the Evolution of Gene-Culture Divergence , 2016, ALIFE.

[16]  W. Hamilton,et al.  The evolution of cooperation. , 1984, Science.

[17]  Jason Noble,et al.  Imitation or something simpler? modeling simple mechanisms for social information processing , 2002 .