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Detecting Modularity in Deep Neural Networks


Oct 13, 2021
Shlomi Hod, Stephen Casper, Daniel Filan, Cody Wild, Andrew Critch, Stuart Russell

* Code is available at https://github.com/thestephencasper/detecting_nn_modularity 

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Clusterability in Neural Networks


Mar 04, 2021
Daniel Filan, Stephen Casper, Shlomi Hod, Cody Wild, Andrew Critch, Stuart Russell

* 20 pages, 22 figures. arXiv admin note: text overlap with arXiv:2003.04881 

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Neural Networks are Surprisingly Modular


Mar 11, 2020
Daniel Filan, Shlomi Hod, Cody Wild, Andrew Critch, Stuart Russell

* 23 pages, 13 figures 

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Exploring Hierarchy-Aware Inverse Reinforcement Learning


Jul 13, 2018
Chris Cundy, Daniel Filan

* 1st Workshop on Goal Specifications for Reinforcement Learning, ICML 2018, Stockholm, Sweden, 2018 
* Presented at the first Workshop on Goal Specifications for Reinforcement Learning, ICML 2018, Stockholm, Sweden 

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Self-Modification of Policy and Utility Function in Rational Agents


May 10, 2016
Tom Everitt, Daniel Filan, Mayank Daswani, Marcus Hutter

* Artificial General Intelligence (AGI) 2016 

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Loss Bounds and Time Complexity for Speed Priors


Apr 12, 2016
Daniel Filan, Marcus Hutter, Jan Leike

* AISTATS 2016 

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