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Probabilistic Relational Agent-based Models (1902.05677v1)
Published 15 Feb 2019 in cs.AI
Abstract: PRAM puts agent-based models on a sound probabilistic footing as a basis for integrating agent-based and probabilistic models. It extends the themes of probabilistic relational models and lifted inference to incorporate dynamical models and simulation. It can also be much more efficient than agent-based simulation.
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