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10/04/2022
Log-Linear-Time Gaussian Processes Using Binary Tree Kernels
Gaussian processes (GPs) produce good probabilistic models of functions,...
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05/13/2021
Intelligence and Unambitiousness Using Algorithmic Information Theory
Algorithmic Information Theory has inspired intractable constructions of...
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02/17/2021
Fully General Online Imitation Learning
In imitation learning, imitators and demonstrators are policies for pick...
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06/15/2020
Pessimism About Unknown Unknowns Inspires Conservatism
If we could define the set of all bad outcomes, we could hard-code an ag...
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06/05/2020
Curiosity Killed the Cat and the Asymptotically Optimal Agent
Reinforcement learners are agents that learn to pick actions that lead t...
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05/29/2019
Asymptotically Unambitious Artificial General Intelligence
General intelligence, the ability to solve arbitrary solvable problems, ...
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03/04/2019