Publications

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All papers, abstracts, and related materials such as slides are fully browsable here. Here's a quick and reasonably complete list though:

  • Eisner and Filardo (2011) is the place to start. It is a long book chapter that motivates and explains the language design, and includes example Dyna code to solve a variety of problems.
  • Vieira et al. (2017) lays out our plans for using reinforcement learning to auto-tune the execution strategies and data structures as a Dyna program executes.
  • Eisner (2009) is not a paper, but a video of a talk, with slides available.
  • Eisner (2008) is an extended abstract giving the motivation and goals of the project. There are extensive accompanying slides.
  • Blatz & Eisner (2007) is a long paper. It gives a denotational semantics for a somewhat more general version of the language, and then lays out several program transformations on Dyna programs, to turn one algorithm automatically into a more efficient algorithm.
  • www.dyna.org may also be worth a look, but is currently very out of date.

See also our list of publications that are not primarily about Dyna, but which use Dyna.

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