English

An Example of the SAM+ Algorithm for Learning Action Models for Stochastic Worlds

Artificial Intelligence 2022-03-24 v1

Abstract

In this technical report, we provide a complete example of running the SAM+ algorithm, an algorithm for learning stochastic planning action models, on a simplified PPDDL version of the Coffee problem. We provide a very brief description of the SAM+ algorithm and detailed description of our simplified version of the Coffee domain, and then describe the results of running it on the simplified Coffee domain.

Cite

@article{arxiv.2203.12499,
  title  = {An Example of the SAM+ Algorithm for Learning Action Models for Stochastic Worlds},
  author = {Brendan Juba and Roni Stern},
  journal= {arXiv preprint arXiv:2203.12499},
  year   = {2022}
}
R2 v1 2026-06-24T10:23:33.178Z