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arxiv: 1902.05677 · v1 · pith:6F66OSAHnew · submitted 2019-02-15 · 💻 cs.AI

Probabilistic Relational Agent-based Models

classification 💻 cs.AI
keywords modelsagent-basedprobabilisticrelationalsimulationbasisdynamicalefficient
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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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