Of Starships and Klingons: Bayesian Logic for the 23rd Century

@inproceedings{Laskey2005OfSA,
  title={Of Starships and Klingons: Bayesian Logic for the 23rd Century},
  author={Kathryn B. Laskey and Paulo Cesar G. da Costa},
  booktitle={UAI},
  year={2005}
}
Intelligent systems in an open world must reason about many interacting entities related to each other in diverse ways and having uncertain features and relationships. Traditional probabilistic languages lack the expressive power to handle relational domains. Classical first-order logic is sufficiently expressive, but lacks a coherent plausible reasoning capability. Recent years have seen the emergence of a variety of approaches to integrating first-order logic, probability, and machine… CONTINUE READING
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