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The Reasons that Agents Act: Intention and Instrumental Goals
In addition, we show how our definition relates to past concepts, including actual causality, and the notion of instrumental goals, which is a core idea in the literature on safe AI agents.
Characterising Decision Theories with Mechanised Causal Graphs
How should my own decisions affect my beliefs about the outcomes I expect to achieve?
On Imperfect Recall in Multi-Agent Influence Diagrams
Multi-agent influence diagrams (MAIDs) are a popular game-theoretic model based on Bayesian networks.
Discovering Agents
Causal models of agents have been used to analyse the safety aspects of machine learning systems.
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