4 citations · 4 across the 1 of their papers we have counts for
3 papers
cs.AI2020★ 4 cited
Pessimism About Unknown Unknowns Inspires Conservatism
Michael K. Cohen, Marcus Hutter
If we could define the set of all bad outcomes, we could hard-code an agent which avoids them; however, in sufficiently complex environments, this is infeasible. We do not know of…
cs.AI2019
Asymptotically Unambitious Artificial General Intelligence
Michael K Cohen, Badri Vellambi, Marcus Hutter
General intelligence, the ability to solve arbitrary solvable problems, is supposed by many to be artificially constructible. Narrow intelligence, the ability to solve a given part…
cs.LG2019
A Strongly Asymptotically Optimal Agent in General Environments
Michael K. Cohen, Elliot Catt, Marcus Hutter
Reinforcement Learning agents are expected to eventually perform well. Typically, this takes the form of a guarantee about the asymptotic behavior of an algorithm given some assump…