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{
    "pk": 27844,
    "title": "Value-guided choice sets support efficient planning",
    "subtitle": null,
    "abstract": "Real-word decision making often involves selecting a singlechoice from an arbitrarily large set of possible options. Giventhat it is typically not feasible to evaluate every possible op-tion in real world decision making, how are human decisionmakers able to efficiently make good decisions? We proposeand evaluate a two-step architecture according to which peoplefirst sample a small subset of options weighted by their previ-ously learned value, and then evaluate those options within thecurrent decision-making context. We demonstrate that a ver-sion of this model captures human decision making in prob-lems where time and resource constraints prevent the evalua-tion of every option, and connect this research to the growingliterature on the representation of non-actual possibilities.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "Value-guided decision making"
        },
        {
            "word": "Choice sets"
        },
        {
            "word": "Modal cognition"
        },
        {
            "word": "possibility"
        }
    ],
    "section": "Publication-based-Talks",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/9wj4d66j",
    "frozenauthors": [
        {
            "first_name": "Jonathan",
            "middle_name": "",
            "last_name": "Phillips",
            "name_suffix": "",
            "institution": "Harvard",
            "department": ""
        },
        {
            "first_name": "Adam",
            "middle_name": "",
            "last_name": "Morris",
            "name_suffix": "",
            "institution": "Harvard",
            "department": ""
        },
        {
            "first_name": "Fiery",
            "middle_name": "",
            "last_name": "Cushman",
            "name_suffix": "",
            "institution": "Harvard",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2018-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/27844/galley/17483/download/"
        }
    ]
}