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The Unforgetting Chang

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PDF (Pressing-On.pdf)

15.67 MBEN 30 pages
The speaker has not yet obtained Christlike perfection, but presses on to achieve it, forgetting the past and focusing on the future to win the heavenly prize,
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Preview of Mitigating Catastrophic Forgetting in Reinforcement Learning
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Mitigating Catastrophic Forgetting in Reinforcement Learning (1802.07239.pdf)

2.49 MBChristos Kaplanis, Murray Shanahan, Claudia ClopathEN 14 pages
Unlike humans, artificial neural networks suffer from catastrophic forgetting, where new learning erases previously acquired knowledge. We show that a synaptic model with biological complexity can mitigate this issue at multiple timescales. This enables continual learning across...
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