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Michael K. Cohen

Log-Linear-Time Gaussian Processes Using Binary Tree Kernels

Oct 04, 2022
Michael K. Cohen, Samuel Daulton, Michael A. Osborne

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* NeurIPS 2022; 9 pages + appendices

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Intelligence and Unambitiousness Using Algorithmic Information Theory

May 13, 2021
Michael K. Cohen, Badri Vellambi, Marcus Hutter

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* Journal of Selected Areas in Information Theory 2 (2021)
* 13 pages, 6 figures, 5-page appendix. arXiv admin note: text overlap with arXiv:1905.12186

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Fully General Online Imitation Learning

Feb 17, 2021
Michael K. Cohen, Marcus Hutter, Neel Nanda

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* 13 pages with 8-page appendix

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Pessimism About Unknown Unknowns Inspires Conservatism

Jun 15, 2020
Michael K. Cohen, Marcus Hutter

* 12 pages, plus 16-page appendix; to be published in COLT 2020 proceedings

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Curiosity Killed the Cat and the Asymptotically Optimal Agent

Jun 05, 2020
Michael K. Cohen, Marcus Hutter

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* 8 pages, with 4 page appendix; 1 figure

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Strong Asymptotic Optimality in General Environments

Mar 04, 2019
Michael K. Cohen, Elliot Catt, Marcus Hutter

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* 6 pages, 3 figures

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