AAAI Publications, Workshops at the Twenty-Fifth AAAI Conference on Artificial Intelligence

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Robust Decision Making under Strategic Uncertainty in Multiagent Environments
Maciej M. Latek, Seyed M. Mussavi Rizi

Last modified: 2011-08-24

Abstract


We introduce the notion of strategic uncertainty for boundedly rational, non-myopic agents as an analog to the equilibrium selection problem in classical game theory. We then motivate the need for and feasibility of addressing strategic uncertainty and present an algorithm that produces decisions that are robust to it. Finally, we show how agents' rationality levels and planning horizons alter the robustness of their decisions.

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