Publication: Adversarial risk analysis for bi-agent influence diagrams: an algorithmic approach
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2019-03-16
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Elsevier
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Abstract
We describe how to support a decision maker who faces an adversary. To that end, we consider general interactions entailing sequences of both agents' decisions, some of them possibly being simultaneous or repeated across time. We model their joint problem as a bi-agent influence diagram. Unlike previous solutions framed under a standard game-theoretic perspective, we provide a decision-analytic methodology to support the decision maker based on an adversarial risk analysis paradigm. This allows the avoidance of non-realistic strong common knowledge assumptions typical of non-cooperative game theory as well as a better apportion of uncertainty sources. We illustrate the methodology with a schematic critical infrastructure protection problem
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Decision analysis, Bi-agent influence diagram, Strategic relevance, Security, Critical infrastructure protection
Bibliographic citation
González-Ortega, J., Ríos Insua, D., & Cano, J. (2019). Adversarial risk analysis for bi-agent influence diagrams: An algorithmic approach. European Journal of Operational Research, 273 (3), pp. 1085-1096.