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{
    "pk": 28404,
    "title": "Heuristics, hacks, and habits:Boundedly optimal approaches to learning, reasoning and decision making",
    "subtitle": null,
    "abstract": "Humans regularly perform tasks that require combining infor-mation across several sources of information to learn, reason,and make decisions. Bayesian models provide a computa-tional framework, and a normative account, for how humanscarry out these tasks. However, exact inference is intractablein most real-world situations, and extensive empirical workshows that human behavior often deviates significantly fromthe Bayesian optimum. A promising possibility is that peopleinstead approximate rational solutions using bounded avail-able resources. In this workshop, we bring together lead-ing researchers from cognitive science, neuroscience and ma-chine learning to build a better understanding of bounded op-timality in how humans learn, reason and make decisions.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "Heuristics; Resource rationality; Reasoning; De-cision making; Reinforcement learning; Machine learning"
        }
    ],
    "section": "Workshops",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/6h58b402",
    "frozenauthors": [
        {
            "first_name": "Ishita",
            "middle_name": "",
            "last_name": "Dasgupta",
            "name_suffix": "",
            "institution": "Harvard University",
            "department": ""
        },
        {
            "first_name": "Eric",
            "middle_name": "",
            "last_name": "Schulz",
            "name_suffix": "",
            "institution": "Harvard University",
            "department": ""
        },
        {
            "first_name": "Jessica",
            "middle_name": "B.",
            "last_name": "Hamrick",
            "name_suffix": "",
            "institution": "DeepMind",
            "department": ""
        },
        {
            "first_name": "Joshua",
            "middle_name": "B.",
            "last_name": "Tenenbaum",
            "name_suffix": "",
            "institution": "Massachusetts Institute of Technology",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2019-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/28404/galley/18275/download/"
        }
    ]
}