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Communications-of-the-ACM_CACM.md

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CACM (Communications of the ACM)

  • Edwards, C., 2021. Shrinking artificial intelligence. Communications of the ACM, 65(1), pp.12-14. [ www ]
    • "In many of the experiments performed so far using distillation, size and structure have a major influence on the ability of smaller student networks to approach the accuracy of the teacher. This observation is helping to drive work on automated neural architecture search, in which machine learning and evolutionary algorithms are used to try to find the best combination of model parameters for a given level of accuracy and computational overhead."

2020

Here Come the Swarmbots

Evolutionary Algorithm Spawns Living Robots from Frog Cells

Let Evolution Design Your Robot

2016

Forrest, S. and Mitchell, M., 2016. Adaptive computation: The multidisciplinary legacy of John H. Holland. Communications of the ACM, 59(8), pp.58-63. [ www ]

2013

Bongard, J.C., 2013. Evolutionary robotics. Communications of the ACM, 56(8), pp.74-83. [ www ]

2010

Weimer, W., Forrest, S., Le Goues, C. and Nguyen, T., 2010. Automatic program repair with evolutionary computation. Communications of the ACM, 53(5), pp.109-116. [ www ]

2008

Kari, L. and Rozenberg, G., 2008. The many facets of natural computing. Communications of the ACM, 51(10), pp.72-83. [ www ]

1994

Goldberg, D.E., 1994. Genetic and evolutionary algorithms come of age. Communications of the ACM, 37(3), pp.113-119. [ www ]