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by goolulusaurs 2988 days ago
I'm also curious what your thoughts are on this paper: https://arxiv.org/abs/1803.10760 As a hobbyist/independent researcher I think it's really interesting to compare the two in terms of the way you model the environment and the parallels with neuroscience. It seems like their use of a DNC could address some of the points you mention about the limited historical capacity of LSTMs and catastrophic forgetting.

I was very glad when I saw on github where you said the whole system could be trained in a reasonably short amount of time, because it makes it so much more feasible to try out and experiment with it as an individual. Awesome paper, and I thought the way the material was presented was excellent and made for a great read. I hope this kind of interactive presentation become more common in the future!