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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

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* 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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