Adaptation and Social Facilitation in a Population of Autonomous Robots

In this paper we present an evolutionary simulation in which a population of 10 mobile robots has to develop a simple behavior consisting in the discrimination of two difierent foraging areas present in the environment. We show that, given a minimal selective pressure, a combination of individual learning, social facilitation, and selection at the population level can lead to efiective results. Consistently with ethological flndings, we argue that such dynamics in which simple mechanisms interact at difierent levels can account for instances of social transmission of behaviors usually interpreted as intentional acts of copying.

[1]  K. Laland,et al.  Social Learning in Animals: Empirical Studies and Theoretical Models , 2005 .

[2]  M. Tomasello CHAPTER 15 – Do Apes Ape? , 1996 .

[3]  D. Floreano,et al.  Synthesis of autonomous robots through evolution , 2002, Trends in Cognitive Sciences.

[4]  B. Galef,et al.  CHAPTER 3 – Social Enhancement of Food Preferences in Norway Rats: A Brief Review1 , 1996 .

[5]  K. Dautenhahn,et al.  Imitation in Animals and Artifacts , 2002 .

[6]  Lee Alan Dugatkin,et al.  CHAPTER 5 – Copying and Mate Choice , 1996 .

[7]  Martin H. Levinson Not by Genes Alone: How Culture Transformed Human Evolution , 2006 .

[8]  T. Belpraeme,et al.  Imitation and Social Learning in Robots, Humans and Animals: Behavioural, Social and Communicative Dimensions , 2006 .

[9]  Federico Morán,et al.  Advances in Artificial Life , 1995, Lecture Notes in Computer Science.

[10]  M. Carpenter,et al.  Three sources of information in social learning , 2002 .

[11]  C. Heyes,et al.  Social learning in animals : the roots of culture , 1996 .

[12]  A. Whiten,et al.  How do apes ape? , 2004, Learning & behavior.

[13]  Stefano Nolfi,et al.  Social Facilitation on the Development of Foraging Behaviors in a Population of Autonomous Robots , 2007, ECAL.

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

[15]  T. Zentall,et al.  Social learning : psychological and biological perspectives , 1988 .

[16]  Kevin N. Laland,et al.  Social learning and social transmission of foraging information in Norway rats (Rattus norvegicus) , 1990 .

[17]  P. Todd,et al.  Social learning and information sharing: an evolutionary simulation model of foraging in Norway rats , 1999 .

[18]  S. Walker Social Learning: Psychological and Biological Perspectives, Thomas R. Zentall, Bennet G. Galef Jr. (Eds.). Lawrence Erlbaum, Hillsdale, New Jersey (1988), xi , 1988 .

[19]  D. Sherry,et al.  Cultural transmission without imitation: Milk bottle opening by birds , 1984, Animal Behaviour.

[20]  S Hurley,et al.  Perspectives on Imitation , 2004 .