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12/13/2021
Continual Learning In Environments With Polynomial Mixing Times
The mixing time of the Markov chain induced by a policy limits performan...
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06/25/2020
On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools
Recurrent neural networks (RNNs) have been successfully applied to a var...
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05/28/2019
