Embodiment can combat catastrophic forgetting
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We use an evolutionary robotics approach to demonstrate how the choice of robot morphology can affect one specific aspect of neural networks: their ability to resist catastrophic forgetting.
[1] Josh C. Bongard,et al. How morphological development can guide evolution , 2017, Scientific Reports.
[2] R. French. Catastrophic forgetting in connectionist networks , 1999, Trends in Cognitive Sciences.
[3] Josh Bongard,et al. Morphological change in machines accelerates the evolution of robust behavior , 2011, Proceedings of the National Academy of Sciences.
[4] Helmut Hauser,et al. Towards a theoretical foundation for morphological computation with compliant bodies , 2011, Biological Cybernetics.