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05/31/2023
Human Control: Definitions and Algorithms
How can humans stay in control of advanced artificial intelligence syste...
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01/05/2023
Reasoning about Causality in Games
Causal reasoning and game-theoretic reasoning are fundamental topics in ...
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04/21/2022
Path-Specific Objectives for Safer Agent Incentives
We present a general framework for training safe agents whose naive ince...
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04/05/2022
Too Big to Fail? Active Few-Shot Learning Guided Logic Synthesis
Generating sub-optimal synthesis transformation sequences ("synthesis re...
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02/23/2022
A Complete Criterion for Value of Information in Soluble Influence Diagrams
Influence diagrams have recently been used to analyse the safety and fai...
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02/22/2022
Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions for Introduced Unfairness
In addition to reproducing discriminatory relationships in the training ...
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02/02/2021
Agent Incentives: A Causal Perspective
We present a framework for analysing agent incentives using causal influ...
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01/20/2020
The Incentives that Shape Behaviour
Which variables does an agent have an incentive to control with its deci...
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11/11/2019
(When) Is Truth-telling Favored in AI Debate?
For some problems, humans may not be able to accurately judge the goodne...
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09/19/2017