Statistical Relational Artificial Intelligence: From Distributions through Actions to Optimization

@article{Kersting2015StatisticalRA,
  title={Statistical Relational Artificial Intelligence: From Distributions through Actions to Optimization},
  author={Kristian Kersting and Sriraam Natarajan},
  journal={KI - K{\"u}nstliche Intelligenz},
  year={2015},
  volume={29},
  pages={363-368}
}
Statistical Relational AI—the science and engineering of making intelligent machines acting in noisy worlds composed of objects and relations among the objects—is currently motivating a lot of new AI research and has tremendous theoretical and practical implications. Theoretically, combining logic and probability in a unified representation and building general-purpose reasoning tools for it has been the dream of AI, dating back to the late 1980s. Practically, successful statistical relational… CONTINUE READING

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