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Human irrationality: both bad and good for reward inference



Lawrence Chan , Andrew Critch , Anca Dragan

* 12 pages, 10 figures 

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Detecting Modularity in Deep Neural Networks



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



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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Accumulating Risk Capital Through Investing in Cooperation



Charlotte Roman , Michael Dennis , Andrew Critch , Stuart Russell


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Multi-Principal Assistance Games: Definition and Collegial Mechanisms



Arnaud Fickinger , Simon Zhuang , Andrew Critch , Dylan Hadfield-Menell , Stuart Russell

* arXiv admin note: text overlap with arXiv:2007.09540 

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Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design



Michael Dennis , Natasha Jaques , Eugene Vinitsky , Alexandre Bayen , Stuart Russell , Andrew Critch , Sergey Levine


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The MAGICAL Benchmark for Robust Imitation



Sam Toyer , Rohin Shah , Andrew Critch , Stuart Russell

* NeurIPS 2020 conference paper (poster) 

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Aligning AI With Shared Human Values



Dan Hendrycks , Collin Burns , Steven Basart , Andrew Critch , Jerry Li , Dawn Song , Jacob Steinhardt


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AI Research Considerations for Human Existential Safety (ARCHES)



Andrew Critch , David Krueger


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Neural Networks are Surprisingly Modular



Daniel Filan , Shlomi Hod , Cody Wild , Andrew Critch , Stuart Russell

* 23 pages, 13 figures 

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