Resources

Design and Implementation

• An Introduction to Probabilistic Programming.
  Jan-Willem van de Meent, Brooks Paige, Hongseok Yang, and Frank Wood.

• The Design and Implementation of Probabilistic Programming Languages.
  Noah D. Goodman and Andreas Stuhlmüller.

Semantics

• Foundations of Probabilistic Programming.
  Edited by Gilles Barthe, Joost-Pieter Katoen, and Alexandra Silva.

Applications

• Probabilistic Models of Cognition.
  Noah D. Goodman, Joshua B. Tenenbaum, and contributors.

• Modeling Agents with Probabilistic Programs.
  Owain Evans, Andreas Stuhlmüller, John Salvatier, and Daniel Filan.

• Getting Started With Pyro: Tutorials, How-to Guides and Examples.