14 citations · 23 across the 5 of their papers we have counts for
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cs.AI2021
Temporal Inference with Finite Factored Sets
Scott Garrabrant
We propose a new approach to temporal inference, inspired by the Pearlian causal inference paradigm - though quite different from Pearl's approach formally. Rather than using direc…
cs.AI2019
Embedded Agency
Abram Demski, Scott Garrabrant
Traditional models of rational action treat the agent as though it is cleanly separated from its environment, and can act on that environment from the outside. Such agents have a k…
cs.AI2018
Categorizing Variants of Goodhart's Law
David Manheim, Scott Garrabrant
There are several distinct failure modes for overoptimization of systems on the basis of metrics. This occurs when a metric which can be used to improve a system is used to an exte…