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Books

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

Journal articles

• Marshall JAR & Reina A (2024) . Animal Behaviour, 210, 189-197.
• Reina A, Bose T, Srivastava V & Marshall JAR (2023) . Royal Society Open Science, 10(3).
• Zenil H, Marshall JAR & Tegnér J (2023) . Frontiers in Computational Neuroscience, 16.
• Marshall JAR, Reina A, Hay C, Dussutour A & Pirrone A (2022) . PLoS Computational Biology, 18(10).
• de Croon GCHE, Dupeyroux JJG, Fuller SB & Marshall JAR (2022) . Science Robotics, 7(67).
• Reina A & Marshall JAR (2022) . PLoS Computational Biology, 18(5).
• Pirrone A, Reina A, Stafford T, Marshall JAR & Gobet F (2021) . Trends in Cognitive Sciences.
• Chandrasekhar A, Marshall JAR, Austin C, Navlakha S & Gordon DM (2021) . PLoS Computational Biology, 17(10).
• Talamali MS, Saha A, Marshall JAR & Reina A (2021) . Science Robotics, 6(56).
• MaBouDi H, Barron AB, Li S, Honkanen M, Loukola OJ, Peng F, Li W, Marshall JAR, Cope A, Vasilaki E & Solvi C (2021) . Proceedings of the Royal Society B: Biological Sciences, 288(1945).
• Marshall J (2021) . New Scientist, 249(3322), 23-23.
• MaBouDi H, Marshall JAR & Barron AB (2020) . Proceedings of the Royal Society B: Biological Sciences, 287(1934).
• Talamali MS, Bose T, Haire M, Xu X, Marshall JAR & Reina A (2020) . Swarm Intelligence, 14, 25-56.
• Bose T, Pirrone A, Reina A & Marshall JAR (2020) . Journal of Mathematical Psychology, 94.
• Marshall JAR, Reina A & Bose T (2019) . PLOS ONE, 14(9).
• Bose T, Bottom F, Reina A & Marshall JAR (2019) . Computational Brain & Behavior, 1-20.
• Bose T, Reina A & Marshall JAR (2019) . Neural Computation, 31(5), 870-896.
• Marshall JA, Kurvers RH, Krause J & Wolf M (2019) . eLife, 8.
• Cope AJ, Vasilaki E, Minors D, Sabo C, Marshall JAR & Barron AB (2018) . PLoS Computational Biology, 14(9).
• Booton RD, Yamaguchi R, Marshall JAR, Childs DZ & Iwasa Y (2018) . Journal of Theoretical Biology, 445, 120-127.
• Reina A, Bose T, Trianni V & Marshall JAR (2018) . Scientific Reports, 8(1).
• Richardson TO, Mullon C, Marshall JAR, Franks NR & Schlegel T (2018) . Proceedings of the Royal Society B: Biological Sciences, 285(1872), 20172726-20172726.
• Marshall JAR, Brown G & Radford AN (2017) . Trends in Ecology and Evolution, 32(9), 636-645.
• Ramírez JC & Marshall JAR (2017) . J Theor Biol, 426, 57-66.
• Bose T, Reina A & Marshall JAR (2017) . Current Opinion in Behavioral Sciences, 16, 30-34.
• Pirrone A, Marshall JAR & Stafford T (2017) . Journal of Numerical Cognition, 3(1), 77-96.
• Quickfall CG & Marshall JAR (2017) . Ecology and Evolution.
• Reina A, Marshall JAR, Trianni V & Bose T (2017) . Physical Review E, 95(5).
• Reina A, Cope A, Nikolaidis E, Marshall J & Sabo C (2017) . IEEE Robotics and Automation Letters, 2(3), 1755-1761.
• Booton RD, Iwasa Y, Marshall JAR & Childs DZ (2017) . J Theor Biol.
• Cope AJ, Sabo C, Vasilaki E, Barron AB & Marshall JA (2017) . PLoS ONE, 12(2).
• Pirrone A, Azab H, Hayden BY, Stafford T & Marshall JAR (2017) . Decision.
• Marshall JAR (2016) . Current Opinion in Behavioral Sciences, 12, 103-108.
• Reid CR, MacDonald H, Mann RP, Marshall JAR, Latty T & Garnier S (2016) . Interface, 13(119).
• Cope AJ, Sabo C, Gurney K, Vasilaki E & Marshall JAR (2016) . PLoS Computational Biology, 12(5).
• Marshall JAR (2016) . BioScience, 66(3), 185-185.
• Barron AB, Gurney KN, Meah LFS, Vasilaki E & Marshall JAR (2015) . Frontiers in Behavioral Neuroscience, 9.
• Marshall JAR (2015) . BioScience, 65(3), 328-329.
• (2015) . Current Zoology, 61(2), 221-225.
• Ramírez JC & Marshall JAR (2015) . Current Zoology, 61(2), 382-396.
• Marshall JAR, Favreau-Peigné A, Fromhage L, Mcnamara JM, Meah LFS & Houston AI (2015) . Current Zoology, 61(2), 242-250.
• Birch J & Marshall JAR (2014) . The American Naturalist, 184(4), 531-540.
• Pirrone A, Stafford T & Marshall JAR (2014) . Front Neurosci, 8, 73.
• Cassey TC, Evens DR, Bogacz R, Marshall JAR & Ludwig CJH (2013) . PLOS ONE, 8(11).
• Pais D, Hogan PM, Schlegel T, Franks NR, Leonard NE & Marshall JAR (2013) . PLOS ONE, 8(9).
• Marshall JAR, Trimmer PC & Houston AI (2013) . Trends in Ecology and Evolution.
• Marshall JAR, Trimmer PC, Houston AI & McNamara JM (2013) . Trends in Ecology and Evolution.
• Franks NR, Richardson TO, Kirby RW, Amos WMD, Schlegel T, Stroeymeyt N, Hogan PM & Marshall JAR (2013) . Animal Behaviour.
• Zenil H & Marshall JAR (2013) . Ubiquity, 2013, 1:1-1:16.
• Zenil H, Gershenson C, Marshall JAR & Rosenblueth DA (2012) . ENTROPY, 14(11), 2173-2191.
• Marshall JAR, Bogacz R & Gilchrist ID (2012) . PLoS ONE, 7(9).
• Trimmer PC, Houston AI, Marshall JAR, Fromhage L & McNamara JM (2012) . Evolution and Human Behavior.
• Franklin EL, Robinson EJH, Marshall JAR, Sendova-Franks AB & Franks NR (2012) . JOURNAL OF EXPERIMENTAL BIOLOGY, 215(8), 1287-1292.
• Trimmer PC, McNamara JM, Houston AI & Marshall JAR (2012) . Journal of Theoretical Biology, 302, 39-52.
• Houston AI, Trimmer PC, Fawcett TW, Higginson AD, Marshall JAR & McNamara JM (2012) . Behavioural Processes, 89(2), 172-178.
• Seeley TD, Visscher PK, Schlegel T, Hogan PM, Franks NR & Marshall JAR (2012) . SCIENCE, 335(6064), 108-111.
• Trimmer PC, Houston AI, Marshall JAR, Mendl MT, Paul ES & McNamara JM (2011) . ANIM COGN, 14(4), 465-476.
• Marshall JAR (2011) . TRENDS ECOL EVOL, 26(7), 325-332.
• Robinson EJH, Franks NR, Ellis S, Okuda S & Marshall JAR (2011) . PLOS ONE, 6(5).
• Stroeymeyt N, Robinson EJH, Hogan PM, Marshall JAR, Giurfa M & Franks NR (2011) . BEHAV ECOL, 22(3), 535-542.
• Abbot P, Abe J, Alcock J, Alizon S, Alpedrinha JAC, Andersson M, Andre J-B, van Baalen M, Balloux F, Balshine S , Barton N et al (2011) . Nature, 471(7339), E1-E4.
• Marshall JAR (2011) . BEHAV ECOL SOCIOBIOL, 65(3), 503-512.
• Marshall JAR, McNamara JM & Houston AI (2011) . BEHAV ECOL SOCIOBIOL, 65(3), 417-420.
• Trianni V, Tuci E, Passino KM & Marshall JAR (2011) . Swarm Intelligence, 5(1), 3-18.
• Marshall JAR (2011) . Journal of Theoretical Biology, 270(1), 185-188.
• McNamara JM, Trimmer PC, Eriksson A, Marshall JAR & Houston AI (2011) . Ecology Letters, 14(1), 58-62.
• Marshall JAR, Bogacz R, Dornhaus A, Planque R, Kovacs T & Franks NR (2009) . J R SOC INTERFACE, 6(40), 1065-1074.
• Marshall JAR (2009) . J THEOR BIOL, 260(3), 386-391.
• Marshall JAR & Franks NR (2009) Colony-level cognition. CURR BIOL, 19(10), R395-R396.
• Trimmer PC, Houston AI, Marshall JAR, Bogacz R, Paul ES, Mendl MT & McNamara JM (2008) . P R SOC B, 275(1649), 2353-2361.
• Planque R, Dechaume-Moncharmont FX, Franks NR, Kovacs T & Marshall JAR (2007) . NATURWISSENSCHAFTEN, 94(11), 911-918.
• Planque R, Dornhaus A, Franks NR, Kovacs T & Marshall JAR (2007) . BEHAV ECOL SOCIOBIOL, 61(3), 347-356.
• Franks NR, Hooper JW, Gumn M, Bridger TH, Gross R, Dornhaus A & Marshall J (2007) . Swarm Intelligence, 1(2), 81-94.
• Marshall JAR, Dornhaus A, Franks NR & Kovacs T (2006) . J R SOC INTERFACE, 3(7), 243-254.
• Song * D, Zhang J, Carter J, Field T, Marshall J, Polak J, Schumacher K, Sinha-Ray P & Woods J (2005) . Maritime Policy & Management, 32(1), 15-30.
• Marshall JAR (2004) . Artificial Life, 10(1), 113-115.
• Marshall JAR & Rowe JE (2003) . J THEOR BIOL, 222(3), 331-335.
• Wright IP & Marshall J (2003) The execution kernel of RC++: RETE*, a faster RETE with TREAT as a special case. International Journal of Intelligent Games and Simulation, 2, 36-38.
• Marshall JAR (2003) Conflicting agents: Conflict management in multi-agent systems. JASSS, 6(1).
• Marshall JAR & Rowe JE (2003) Viscous populations and their support for reciprocal cooperation. ARTIF LIFE, 9(3), 327-334.
• MaBouDi H, Marshall JAR, Dearden N & Barron AB () . eLife, 12.
• MaBouDi H, Roper M, Guiraud M, Marshall JAR & Chittka L () .
• Osinga HM & Marshall JAR () . PLOS ONE, 10(2), e0116307-e0116307.
• Marshall JAR () . Frontiers in Ecology and Evolution, 2.
• Zenil H & Marshall J () . Nature Precedings.
• Reina A, Ioannou V, Chen J, Lu L, Kent C & Marshall JAR () Robots as Actors in a Film: No War, A Robot Story.
• Saha A, Marshall JAR & Reina A () . PLOS ONE, 16(11), e0259736-e0259736.
• Marshall JAR, Reina A & Pirrone A () .

Chapters

• Cope AJ, Ahmed A, Isa F & Marshall JAR (2019) , Biomimetic and Biohybrid Systems (pp. 76-87). Springer International Publishing
• 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
• Franks NR, Dornhaus A, Marshall JAR & Moncharmont F-XD (2009) , Organization of Insect Societies (pp. 437-459). Harvard University Press
• 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
• Marshall JAR, Bogacz R, Dornhaus A, Planqué R, Kovacs T & Franks NR () , Modelling Natural Action Selection (pp. 500-522). Cambridge University Press

Conference proceedings papers

• Pirrone A, Reina A & Marshall JAR (2021) Multi-alternative magnitude-sensitive perceptual decision making: evidence and implications. PERCEPTION, Vol. 50(1_SUPPL) (pp 224-224)
• Talamali MS, Marshall J, Bose T & Reina A (2019) . 2019 International Conference on Robotics and Automation (ICRA). Montreal, Canada, 20 May 2019 - 24 May 2019.
• Pinciroli C, Talamali MS, Reina A, Marshall J & Trianni V (2018) . Swarm Intelligence (ANTS 2018), Vol. 11172 (LNCS) (pp 176-187), 29 October 2018 - 31 October 2018.
• Font Llenas A, Talamali M, Xu X, Reina A & Marshall J (2018) . Swarm Intelligence (ANTS 2018), Vol. 11172 (LNCS) (pp 135-149), 29 October 2018 - 31 October 2018.
• Reina A, Bose T, Trianni V & Marshall JAR (2018) . Springer Proceedings in Advanced Robotics, Vol. 6 (pp 461-473). Cham
• Sabo C, Yavuz E, Cope A, Gurney K, Vasilaki E, Nowotny T & Marshall J (2017) . 2017 International Joint Conference on Neural Networks (IJCNN) (pp 4171-4178), 15 May 2017 - 19 May 2017.
• Sabo CM, Cope A, Gurney K, Vasilaki E & Marshall J (2016) . AIAA Infotech @ Aerospace
• Cope A, Sabo C, Vasilaki E, Gurney K & Marshall JAR (2015) . BMC Neuroscience, Vol. 16(S1)
• Nowotny T, Cope AJ, Yavuz E, Stimberg M, Goodman DFM, Marshall J & Gurney K (2014) . BMC Neuroscience, Vol. 15(S1)
• Cope A, Sabo C, Yavuz E, Gurney K, Marshall J, Nowotny T & Vasilaki E (2013) . 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 (2011) Optimal voting in groups with convergent interests. AAAI Spring Symposium - Technical Report, Vol. SS-11-08 (pp 12-16)
• 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) . Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009 (pp 1187-1194)
• Marshall JAR, Brown G & Kovacs T (2007) . Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference, Companion Material (pp 2831-2834)
• Brown G, Kovacs T & Marshall JAR (2007) . Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference (pp 1774-1781)
• 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 () RC++: A rule-based language for game AI. First International Conference on Intelligent Games and Simulation
• 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

Reports

• Nikolaidis E, Sabo C, Marshall J & Reina A ()
• Marshall JAR () On the suitability of the 2 x 2 games for studying reciprocal cooperation and kin selection

Software / Code

• MaBouDi H, Barron A, Marshall J & Solvi C .
• Marshall J, Reina A, Bose T, Dennison R & Furnass W .

Theses / Dissertations

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

Datasets

• MaBouDi H, Marshall J & Barron A .

Other

• Marshall J, Reina A & Bose T () .

Preprints

• Marshall JAR & Barron AB (2024) .
• MaBouDi H, Roper M, Guiraud M-G, Chittka L & Marshall JAR (2023) , Cold Spring Harbor Laboratory.
• MaBouDi H, Marshall JAR, Dearden N & Barron AB (2023) , Cold Spring Harbor Laboratory.
• Saha A, Marshall JAR & Reina A (2019) A memory and communication efficient algorithm for decentralized counting of nodes in networks, arXiv.
• Reina A, Marshall JAR, Trianni V & Bose T (2016) Model of the best-of-N nest-site selection process in honeybees, arXiv.
• Zenil H, Marshall JAR & Tegnér J (2015) Approximations of Algorithmic and Structural Complexity Validate Cognitive-behavioural Experimental Results, arXiv.
• Zenil H & Marshall JAR (2012) Some Computational Aspects of Essential Properties of Evolution and Life, arXiv.
• Marshall JAR & Hinton TG (2009) Beyond No Free Lunch: Realistic Algorithms for Arbitrary Problem Classes, arXiv.
• Reina A, Bose T, Srivastava V & Marshall JAR () , Cold Spring Harbor Laboratory.
• Reina A & Marshall JAR () , Cold Spring Harbor Laboratory.
• MaBouDi H, Marshall JAR & Barron AB () , Cold Spring Harbor Laboratory.
• Marshall JAR () .
• Chandrasekhar A, Marshall JAR, Austin C, Navlakha S & Gordon DM () , Cold Spring Harbor Laboratory.
• Marshall J, Kurvers RHJM, Krause J & Wolf M () , Cold Spring Harbor Laboratory.