Discovering agents

Zachary Kenton, Ramana Kumar, Sebastian Farquhar, Jonathan Richens, Matt MacDermott, Tom Everitt

Abstract: Highlights•First formal causal definition of agents.•First causal discovery algorithm for discovering agents from empirical data.•Algorithms for translating between causal models and game-theoretic influence diagrams.•Resolves confusions through incorrect causal modelling of agents.