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Arend Hintze

Michigan State University

The structure of evolved representations across different substrates for artificial intelligence


Apr 05, 2018
Arend Hintze, Douglas Kirkpatrick, Christoph Adami

* 8 pages, 13 figures. Submitted to Artificial Life Conference (Tokyo, 2018) 

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The Role of Conditional Independence in the Evolution of Intelligent Systems


Jan 16, 2018
Jory Schossau, Larissa Albantakis, Arend Hintze

* Original Abstract submitted to the GECCO conference 2017 Berlin 

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Markov Brains: A Technical Introduction


Sep 17, 2017
Arend Hintze, Jeffrey A. Edlund, Randal S. Olson, David B. Knoester, Jory Schossau, Larissa Albantakis, Ali Tehrani-Saleh, Peter Kvam, Leigh Sheneman, Heather Goldsby, Clifford Bohm, Christoph Adami


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Machine Learned Learning Machines


Aug 31, 2017
Leigh Sheneman, Arend Hintze


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Exploring the coevolution of predator and prey morphology and behavior


Feb 29, 2016
Randal S. Olson, Arend Hintze, Fred C. Dyer, Jason H. Moore, Christoph Adami

* Proceedings Artificial Life 15 (C. Gershenson, T. Froese, J.M. Sisqueiros, W. Aguilar, E.J. Izquierdo, H. Sayama, eds.) MIT Press (Cambridge, MA, 2016), pp. 250-258 
* 8 pages, 8 figures, submitted to Artificial Life 2016 conference 

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Computational evolution of decision-making strategies


Sep 18, 2015
Peter Kvam, Joseph Cesario, Jory Schossau, Heather Eisthen, Arend Hintze

* Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015, pp. 1225-1230. Cognitive Science Society, Austin, TX 
* Conference paper, 6 pages / 3 figures 

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Risk aversion as an evolutionary adaptation


Oct 23, 2013
Arend Hintze, Randal S. Olson, Christoph Adami, Ralph Hertwig

* Scientific Reports 5 (2015) 8242 
* 18 pages, 7 figures 

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The evolution of representation in simple cognitive networks


Aug 06, 2013
Lars Marstaller, Arend Hintze, Christoph Adami

* Neural Computation 25 (2013) 2079-2107 
* 36 pages, 10 figures, one Table 

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Predator confusion is sufficient to evolve swarming behavior


Apr 03, 2013
Randal S. Olson, Arend Hintze, Fred C. Dyer, David B. Knoester, Christoph Adami

* J. Royal Society Interface 10 (2013) 2010305 
* 11 pages, 6 figures. Supplementary information (including video files S1 and S5) in ancillary material. Videos S2-S4 are available from the authors upon request 

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Integrated information increases with fitness in the evolution of animats


Oct 03, 2011
Jeffrey Edlund, Nicolas Chaumont, Arend Hintze, Christof Koch, Giulio Tononi, Christoph Adami

* PLoS Computational Biology 7 (2001) e1002236 
* 27 pages, 8 figures, one supplementary figure. Three supplementary video files available on request. Version commensurate with published text in PLoS Comput. Biol 

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