AIMar 6, 2013
Two Procedures for Compiling Influence Diagrams
arXiv:1303.1494v19 citations
Originality Synthesis-oriented
AI Analysis
This work addresses decision-making for human teams under time constraints, but it appears incremental as it builds on existing influence diagram methods.
The authors tackled the problem of deriving decision procedures for time-constrained human teams by presenting two algorithms that compile influence diagrams into simple, near-optimal decision rules, achieving completeness and consistency.
Two algorithms are presented for "compiling" influence diagrams into a set of simple decision rules. These decision rules define simple-to-execute, complete, consistent, and near-optimal decision procedures. These compilation algorithms can be used to derive decision procedures for human teams solving time constrained decision problems.