Evolution and Learning

Batali, J., (1994) Innate Biases and Critical Periods: Combining Evolution and Learning in the Acquisition of Syntax. pp. 160-171, Proceedings of the Fourth Artificial Life Workshop R. Brooks and P. Maes (eds). The MIT Press. 1994.
Baxter, J., (1992) The evolution of learning algorithms for artificial neural networks, in Green, D. and Bossomaier, T. (eds) Complex Systems, IOS Press.
Billard, A. (2000) Learning motor skills by imitation: a biologically inspired robotic model Cybernetics & Systems, Special issue on "Imitation in animals and artifacts", C. Nehaniv & K. Dautenhahn editors.
Blair, A. D. and Sklar, E., (1999). Exploring evolutionary learning in a simulated hockey environment. 1999 Congress on Evolutionary Computation. Peter J. Angeline, Zbyszek Michalewicz, Marc Schoenauer, Xin Yao, Ali Zalzala, eds.
Boers, E.J.W., Borst, M.V. and Sprinkhuizen-Kuyper, I.G., (1995) Evolving artificial neural networks using the "Baldwin effect"'. In D.W. Pearson, N.C. Steele and R.F. Albrecht (eds.), Artificial Neural Nets and Genetic Algorithms, Proceedings of the International Conference, p. 333-336, Springer-Verlag Wien New York, 1995. Also as Technical Report 95-14, Leiden Unversity, Dept. of Computer Science, The Netherlands. Abstract
Cecconi, F. Menczer, F., Belew, R. K., (1995) Maturation and the evolution of imitative learning in artificial organisms. Technical Report CSE506, Computer Science &Engr. Dept., UC San Diego, La Jolla, CA 92093-0114, 1995. Abstract
Chalmers D. (1990) The Evolution of Learning: An experiment in Genetic Connectionism Proceedings of the 1990 Connectionist Summer School Workshop.
Cristianini, N. (1995) Evolution and Learning: an Epistemological Perspective Preprint of "Evolution and Learning: an Epistemological Perspective", Axiomathes n.3, 1995, pp. 428 - 437.
Ficici, S. G., Pollack, J. B. (1998). Challenges in Coevolutionary Learning: Arms-Race Dynamics, Open-Endedness, and Mediocre Stable States. Proceedings of the Sixth International Conference on Artificial Life. Adami, Belew, Kitano, Talor, eds. Cambridge: MIT Press, 1998.
Grönroos, M. (1998) Evolutionary Design of Neural Networks. MSc. Thesis, Computer Science, Department of Mathematical Sciences, University of Turku, Finland.
Harvey, I., (1996) Is There Another New Factor in Evolution? Evolutionary Computation, Special Issue on Evolution, Learning, and Instinct: 100 Years of the Baldwin Effect v. 4, n. 3, pp. 311--327, 1997.
Harvey, I., (1996) Relearning and Evolution in Neural Networks Adaptive Behavior v.4, no.1, (1996) pp. 79-82.
Harvey, I., (1993) The puzzle of the persistent question marks: a case study of genetic drift Cognitive Science Research Paper 278 School of Cognitive and Computing Sciences, University of Sussex.
Hightower, R., Forrest, S., Perelson, A., (1996) The Baldwin effect in the immune system: learning by somatic hypermutation. In M. Mithchell, R. Belew (eds) Adaptive Individuals in Evolving Populations: Models and Algorithms, Addison-Wesley.
Hutchins, E., Hazlehurst, B. (1991) Learning in the cultural process in C. Langton, C. Taylor, J.D. Farmer, & S. Rasmussen (Eds.) Artificial Life II, Addison-Wesley, 1991.
Hutchins, E., Hazlehurst, B. (1995) How to invent a lexicon: The development of shared symbols in interaction in N. Gilbert & R. Conte (Eds.) Artificial Societies: The computer simulation of social life, UCL Press, 1995. Shorter version in E. Goody (Ed.) Social intelligence and interaction, Cambridge University Press, 1995.
Juillé, H. and Pollack, J. B. (1998). Coevolutionary Learning: a Case Study. Fifteenth International Conference on Machine Learning, Madison, Wisconsin, July 24 - 26, 1998.
Juillé, H. and Pollack, J. B. (1998). Coevolving the "Ideal" Trainer: Application to the Discovery of Cellular Automata Rules. Third Annual Genetic Programming Conference , Madison, Wisconsin, July 22 - 25, 1998.
Mayley, G., (1997) Guiding or Hiding: Explorations into the Effects of Learning on the Rate of EvolutionFourth European Conference on Artificial Life, Phil Husbands and Inman Harvey (editors), MIT Press.
Mayley, G., (1996) Landscapes, Learning Costs and Genetic Assimilation Evolution, Learning, and Instinct: 100 Years of the Baldwin Effect, a Special Issue of Evolutionary Computation; P.Turney, D. Whitley and R. Anderson (eds).
Mayley, G., (1996) The Evolutionary Cost of Learning. From Animals to Animats 4: Proceedings of the Fourth International Conference on Simulation of Adaptive Behavior; P Maes, M Mataric, J-A Meyer, J Pollack and S Wilson (eds), MIT Press.
Mayley, G., (1996) No Pain, no gain: landscapes, learning costs and genetic assimilation. Cognitive Science Research Paper 409 School of Cognitive and Computing Sciences, University of Sussex.
Menczer, F., Belew, R.K., (1995) Latent Energy Environments. Adaptive Individuals in Evolving Populations: Models and Algorithms, edited by R.K. Belew and M. Mitchell, SFI Studies in the Sciences of Complexity Vol. XXIII, Reading, MA: Addison Wesley, 1995.
Nolfi S., Parisi D. (1997). Neural networks in an artificial life perspective., In W.Gerstner, A.Germond, M.Hasler, and J.D.Nicoud (Eds.) Artificial Neural Networks (ICANN97). Proceedings of the 7th International Conference on Artificial Neural Networks. Berlin: Springer Verlag, pp. 733-738, Abstract
Nolfi, S., Elman, J.L., Parisi, D. (1994). Learning and Evolution in Neural Networks. Adaptive Behavior, Vol. 3, 1, pp.5-28.
Nolfi S., Parisi D. (1995). Learning to adapt to changing environments in evolving neural networks. Technical Report, Institute of Psychology, Rome. Abstract
Nolfi, S. Parisi, D. (1994). Desired responses do not correspond to good teaching input in ecological neural networks. Neural Processing Letters, Vol.1, N.2, pp 1-4. Abstract
Nolfi, S. Parisi, D. (1993). Auto-teaching: networks that develop their own teaching input. In: J.L. Deneubourg, H. Bersini, S. Goss, G. Nicolis, R. Dagonnier (Eds). Proceedings of the Second European Conference on Artificial Life, Brussels. Abstract
Parisi, D., Nolfi, S. (in press). How learning can influence evolution within a non-Lamarckian framework. In Belew, R.K. and Mitchell, M. (eds.) Plastic Individuals in Evolving Populations. SFI Series, Addison-Wesley Abstract
Parisi, D., Nolfi, S., Cecconi, F. (1991). Learning, Behavior and Evolution. In: Varela, F, Bourgine, P. Towards a practice of autonomous systems. MIT Press. Abstract
Perelson, A. Hightower, R., Forrest, S., (1995) Evolution (and learning) of v-region genes. Research in Immunology.
Pollack, Jordan. B. and Blair, Alan D. (1998). Co-Evolution in the Successful Learning of Backgammon Strategy. Machine Learning 32(3): 225-240, September 1998.
Sasaki, T., Tokoro, M,, (1997) Adaptation toward Changing Environments: Why Darwinian in Nature? Fourth European Conference on Artificial Life, Phil Husbands and Inman Harvey (editors), MIT Press.
Sklar, E., Blair, A. D. , Funes, P., Pollack, J. B. (1999). Training Intelligent Agents using Human Internet Data. IAT-99. (to appear).
Sklar, E., Blair, A.D. and Pollack, J.B. (1998). Co-evolutionary Learning: Machines and Humans Schooling Together. Workshop on Current Trends and Applications of Artificial Intelligence in Education: Fourth World Congress on Expert Systems.
Sklar, E. and Pollack, J.B. (1998). Toward a Community of Evolving Learners. Third International Conference on the Learning Sciences (ICLS-98).
Spier, E., McFarland, D. (1998) Learning to do without cognition. In: Animals to Animats 5: Proceedings of the fifth conference on the Simulation of Adaptive Behavior, R Preifer, B Blumberg, J-A Meyer and S Wilson (eds). MIT Press. pp 38-47.
Walker, R., Lund, H. H., (1995) "Step by Step" evolution of cognitive function: the Composite Learning System Model. Submitted to Biological Cybernetics.
Whitley,L. D.,Gordon, S., Mathias, K. (1994) Larmarckian Evolution, The Baldwin Effect and Function Optimization.Parallel Problem Solving from Nature-PPSN III. Y. Davidor, H.P. Schwefel and R. Manner, eds. pp. 6-15. Springer-Verlag, 1994.
Whitley,L. D.,Gruau, F., Adding Learning to the Cellular Development of Neural Networks. Evolutionary Computation. Volume 1, No. 3 pp. 213-233, 1993.

Compiled by Ezequiel A. Di Paolo (c) 2000.
Suggestions, comments? Please, contact me.

ezequiel@sussex.ac.uk

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