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05/31/2023
Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability
Is the lottery ticket phenomenon an idiosyncrasy of gradient-based train...
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12/08/2022
evosax: JAX-based Evolution Strategies
The deep learning revolution has greatly been accelerated by the 'hardwa...
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05/04/2021
On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning
The lottery ticket hypothesis questions the role of overparameterization...
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10/09/2020
Learning not to learn: Nature versus nurture in silico
Animals are equipped with a rich innate repertoire of sensory, behaviora...
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10/07/2019
Reinforcement Learning with Structured Hierarchical Grammar Representations of Actions
From a young age humans learn to use grammatical principles to hierarchi...
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07/29/2019