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06/11/2021
DECORE: Deep Compression with Reinforcement Learning
Deep learning has become an increasingly popular and powerful option for...
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03/03/2020
Scaling MAP-Elites to Deep Neuroevolution
Quality-Diversity (QD) algorithms, and MAP-Elites (ME) in particular, ha...
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12/17/2018
An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents
Much human and computational effort has aimed to improve how deep reinfo...
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05/12/2018
BDD100K: A Diverse Driving Video Database with Scalable Annotation Tooling
Datasets drive vision progress and autonomous driving is a critical visi...
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12/18/2017
Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning
Deep artificial neural networks (DNNs) are typically trained via gradien...
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12/18/2017