AIMar 27, 2013

IDEAL: A Software Package for Analysis of Influence Diagrams

arXiv:1304.1107v153 citations
Originality Synthesis-oriented
AI Analysis

This provides a research tool for analyzing influence diagrams, but it is incremental as it packages existing methods without new algorithmic advances.

The authors introduced IDEAL, a software package for creating and evaluating belief networks and influence diagrams, implementing recent developments in a unified framework, and shared lessons from its development.

IDEAL (Influence Diagram Evaluation and Analysis in Lisp) is a software environment for creation and evaluation of belief networks and influence diagrams. IDEAL is primarily a research tool and provides an implementation of many of the latest developments in belief network and influence diagram evaluation in a unified framework. This paper describes IDEAL and some lessons learned during its development.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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