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06/29/2023
Would I have gotten that reward? Long-term credit assignment by counterfactual contribution analysis
To make reinforcement learning more sample efficient, we need better cre...
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05/25/2023
Online learning of long-range dependencies
Online learning holds the promise of enabling efficient long-term credit...
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09/15/2022
Random initialisations performing above chance and how to find them
Neural networks trained with stochastic gradient descent (SGD) starting ...
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10/27/2021
Learning where to learn: Gradient sparsity in meta and continual learning
Finding neural network weights that generalize well from small datasets ...
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04/04/2021