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Final year, Clune and his colleagues extended Finn’s technique to design an algorithm that learns using much less neurons so that it does not overwrite everything it's got learned Formerly, a big unsolved problem in machine learning known as catastrophic forgetting. A properly trained model that uses less neurons, known like a “sparse” model, will have more unused neurons left over to dedicate to new tasks when retrained, which indicates that less on the “used” neurons will get overwritten.
Clune also stresses the importance of thinking about the ethics of the new technology from the start. You will find a good opportunity that AI-designed neural networks and algorithms will be even harder to understand than today’s already opaque black-box systems.
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3 years on, Real is pushing the boundaries of what is often created from scratch. The sooner systems just rearranged attempted and tested neural-network items, for example existing types of levels or elements. “We could hope a good answer,” he claims.
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