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{
    "pk": 26467,
    "title": "Know Your Enemy: Applying Cognitive Modeling in Security Domain",
    "subtitle": null,
    "abstract": "Game Theory -based decision aids have been successfully em-ployed in real-world policing, anti-terrorism, and wildlife con-servation efforts (Tambe, Jiang, An, & Jain, 2013). Cognitivemodeling, in concert with model tracing and dynamic parame-ter fitting techniques, may be used to improve the performanceof such decision aids by predicting individual attacker behav-ior in repeated security games. We present three simulations,showing that (1) cognitive modeling can aid in greatly improv-ing decision-aid performance in the security domain; and (2)despite the fact that individual attackers will differ in initialpreferences and in how they learn, model parameters can beadjusted dynamically to make useful predictions for each at-tacker.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "cognitive modeling; game theory; behavioralgame theory; strategy selection; agent simulation; model trac-ing"
        }
    ],
    "section": "Papers",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/4h9395m9",
    "frozenauthors": [
        {
            "first_name": "Vladislav",
            "middle_name": "D.",
            "last_name": "Veksler",
            "name_suffix": "",
            "institution": "U.S. Army Research Laboratory",
            "department": ""
        },
        {
            "first_name": "Norbou",
            "middle_name": "",
            "last_name": "Buchler",
            "name_suffix": "",
            "institution": "U.S. Army Research Laboratory",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2016-01-02T00:00:00+06:00",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/26467/galley/16103/download/"
        }
    ]
}