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Keep the Adversary Guessing: Agent Security by Policy Randomization

Keep the Adversary Guessing: Agent Security by Policy Randomization. Praveen Paruchuri University of Southern California paruchur@usc.edu. Motivation: The Prediction Game. Police vehicle Patrols 4 regions Can you predict the patrol pattern ? Pattern 1 Pattern 2

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470 views • 34 slides

Between Collaboration and Competition: An Initial Formalization using Distributed POMDPs

Between Collaboration and Competition: An Initial Formalization using Distributed POMDPs. Praveen Paruchuri, Milind Tambe University of Southern California Spiros Kapetanakis University of York,UK Sarit Kraus Bar-Ilan University,Israel University of Maryland, College Park July 2003.

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270 views • 19 slides

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Joint reward - PowerPoint PPT Presentation

Keep the Adversary Guessing: Agent Security by Policy Randomization

Between Collaboration and Competition: An Initial Formalization using Distributed POMDPs