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09/15/2022
Human-level Atari 200x faster
The task of building general agents that perform well over a wide range ...
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05/31/2022
The CLRS Algorithmic Reasoning Benchmark
Learning representations of algorithms is an emerging area of machine le...
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01/13/2022
Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?
Despite recent progress made by self-supervised methods in representatio...
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06/30/2017
Noisy Networks for Exploration
We introduce NoisyNet, a deep reinforcement learning agent with parametr...
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06/13/2016
Matching Networks for One Shot Learning
Learning from a few examples remains a key challenge in machine learning...
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03/15/2012
