Advanced artificial agents intervene in the provision of reward MK Cohen, M Hutter, MA Osborne AI magazine 43 (3), 282-293, 2022 | 46 | 2022 |
Asymptotically unambitious artificial general intelligence MK Cohen, B Vellambi, M Hutter Proceedings of the AAAI Conference on Artificial Intelligence 34 (03), 2467-2476, 2020 | 21 | 2020 |
Regulating advanced artificial agents MK Cohen, N Kolt, Y Bengio, GK Hadfield, S Russell Science 384 (6691), 36-38, 2024 | 16 | 2024 |
A strongly asymptotically optimal agent in general environments MK Cohen, E Catt, M Hutter arXiv preprint arXiv:1903.01021, 2019 | 13 | 2019 |
Pessimism about unknown unknowns inspires conservatism MK Cohen, M Hutter Conference on learning theory, 1344-1373, 2020 | 11 | 2020 |
Conference on learning theory MK Cohen, M Hutter | 8 | 2020 |
Log-Linear-Time Gaussian Processes Using Binary Tree Kernels MK Cohen, S Daulton, MA Osborne Advances in Neural Information Processing Systems 35, 8118-8129, 2022 | 6 | 2022 |
Fully general online imitation learning MK Cohen, M Hutter, N Nanda Journal of Machine Learning Research 23 (334), 1-30, 2022 | 3 | 2022 |
Curiosity killed or incapacitated the cat and the asymptotically optimal agent MK Cohen, E Catt, M Hutter IEEE Journal on Selected Areas in Information Theory 2 (2), 665-677, 2021 | 3 | 2021 |
Intelligence and unambitiousness using algorithmic information theory MK Cohen, B Vellambi, M Hutter IEEE Journal on Selected Areas in Information Theory 2 (2), 678-690, 2021 | 2 | 2021 |
Strong Asymptotic Optimality in General Environments MK Cohen, E Catt, M Hutter arXiv preprint arXiv:1903.01021, 2019 | 1 | 2019 |
Can a Bayesian Oracle Prevent Harm from an Agent? Y Bengio, MK Cohen, N Malkin, M MacDermott, D Fornasiere, P Greiner, ... arXiv preprint arXiv:2408.05284, 2024 | | 2024 |
Pessimistic Bayesianism for conservative optimization and imitation M Cohen University of Oxford, 2023 | | 2023 |
Intra-feature Random Forest Clustering M Cohen Machine Learning, Optimization, and Big Data: Third International Conference …, 2018 | | 2018 |
Don’t do anything I’d never do? KL regularization to an imitative “base model” does not implement this MK Cohen, M Hutter, Y Bengio, S Russell | | |
Imitation Learning is Probably Existentially Safe MK Cohen, M Hutter | | |