• Marshall JAR (2015) Social Evolution and Inclusive Fitness Theory: An Introduction. Princeton University Press.

Journal articles


  • Marshall J & Neumann F (2013) Foundations of Search: A Perspective from Computer Science In Todd PM, Hill TT & Robbins TW (Ed.), Cognitive Search: Evolution, Algorithms and the Brain MIT Press
  • Schooler L, Burgess C, Goldstone RL, Fu W, Gavrilets S, Lazer D, Marshall J, Neumann F & Wiener JM (2012) Search environments, representation, and encoding In Todd PM, Hills TT & Robbins TW (Ed.), Cognitive Search: Evolution, Algorithms and the Brain MIT Press
  • Marshall JAR, Bogacz R, Dornhaus A, Planqué R, Kovacs T & Franks NR (2011) On optimal decision making in brains and social insect colonies, Modelling Natural Action Selection (pp. 500-522).
  • Marshall JAR, Franks NR, Dornhaus A & Dechaume Moncharmont FX (2009) The Dawn of a Golden Age in Mathematical Insect Sociobiology In Gadau J, Fewell J & Wilson EO (Ed.), Organization of insect societies: from genome to sociocomplexity (pp. 437-458). Harvard Univ Pr
  • Marshall JAR & Franks NR (2007) Computer modelling in behavioral and evolutionary ecology: whys and wherefores. In Laubichler MD & Müller GB (Ed.), Modeling biology: Structures, Behaviors, Evolution (pp. 335-354). The MIT Press

Conference proceedings papers

  • Sabo C, Yavuz E, Cope A, Gurney K, Vasilaki E, Nowotny T & Marshall J (2017) An Inexpensive Flying Robot Design for Embodied Robotics Research,. 2017 International Joint Conference on Neural Networks (IJCNN) (pp 4171-4178), 15 May 2017 - 19 May 2017. View this article in WRRO
  • Sabo C, cope A, Gurney K, Vasilaki E & Marshall J (2016) Bio-Inspired Visual Navigation for a Quadcopter using Optic Flow. AIAA Infotech @ Aerospace. San Diego, CA, 4 January 2016 - 8 January 2016. View this article in WRRO
  • Cope A, Sabo , Vasilaki E, Gurney K & Marshall (2015) A neural model of the optomotor system accounts for ordered responses to decreasing stimulus spatial frequencies. CNS 2015 meeting. Prague
  • Cope A, Sabo C, Yavuz E, Gurney K, Marshall J, Nowotny T & Vasilaki E (2013) The green brain project - Developing a neuromimetic robotic honeybee. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 8064 LNAI (pp 362-363)
  • Marshall JAR & Hinton TG (2010) Beyond No Free Lunch: Realistic Algorithms for Arbitrary Problem Classes. 2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)
  • Edakunni NU, Kovacs T, Brown G & Marshall JAR (2009) Modeling UCS as a mixture of experts. Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009 (pp 1187-1194)
  • Brown G, Kovacs T & Marshall JAR (2007) UCSpv: Principled voting in UCS rule populations. Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference (pp 1774-1781)
  • Marshall JAR, Brown G & Kovacs T (2007) Bayesian estimation of rule accuracy in UCS. Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference, Companion Material (pp 2831-2834)
  • Marshall JAR & Kovacs T (2006) A representational ecology for learning classifier systems. GECCO 2006: Genetic and Evolutionary Computation Conference, Vol 1 and 2 (pp 1529-1536)
  • Cayzer S, Smith J, Marshall JAR & Kovacs T (2005) What have gene libraries done for AIS?. ARTIFICIAL IMMUNE SYSTEMS, PROCEEDINGS, Vol. 3627 (pp 86-99)
  • Marshall JAR & Tokumine S (2004) See how she runs: Towards visualising artificial Red Queen evolution. Artificial Life IX (pp 334-339)
  • Marshall JAR, Kovacs T, Dornhaus AR & Franks NR (2003) Simulating the evolution of ant behaviour in evaluating nest sites. ADVANCES IN ARTIFICIAL LIFE, PROCEEDINGS, Vol. 2801 (pp 643-650)
  • Marshall J () Investigating the mechanisms underlying cooperation in viscous population multi-agent systems. MIT Press (pp 348-352)
  • Wright IP & Marshall J () Egocentric AI Processing for Computer Entertainment: A Real-Time Process Manager for Games. First International Conference on Intelligent Games and Simulation
  • Wright IP & Marshall J () RC++: A rule-based language for game AI. First International Conference on Intelligent Games and Simulation
  • Reina A, Bose T, Trianni V & Marshall JAR () Effects of Spatiality on Value-Sensitive Decisions Made by Robot Swarms. Springer Tracts in Advanced Robotics View this article in WRRO


  • Nikolaidis E, Sabo C, Marshall J & Reina A (2017) Characterisation and upgrade of the communication between overhead controllers and Kilobots
  • Marshall JAR () On the suitability of the 2 x 2 games for studying reciprocal cooperation and kin selection

Theses / Dissertations

  • Marshall JAR An Investigation into Kin Selection and Reciprocal Cooperation in a Viscous Population. De Montfort University.