English

Probabilistic Relational Agent-based Models

Artificial Intelligence 2019-02-18 v1

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.

Keywords

Cite

@article{arxiv.1902.05677,
  title  = {Probabilistic Relational Agent-based Models},
  author = {Paul Cohen},
  journal= {arXiv preprint arXiv:1902.05677},
  year   = {2019}
}