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Researcher profile

Michael P. Wellman

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. A Regression Approach for Modeling Games With Many Symmetric Players

    2018 · Proceedings of the AAAI Conference on Artificial Intelligence

    We exploit player symmetry to formulate the representation of large normal-form games as a regression task. This formulation allows arbitrary regression methods to be employed in in estimating utility functions from a small subset of …

  2. Multistage Attack Graph Security Games: Heuristic Strategies, with Empirical Game-Theoretic Analysis

    2018 · Security and Communication Networks

    We study the problem of allocating limited security countermeasures to protect network data from cyber-attacks, for scenarios modeled by Bayesian attack graphs. We consider multistage interactions between a network administrator and cybercriminals, formulated as a …