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{ "pk": 25536, "title": "Teaching with Rewards and Punishments: Reinforcement or Communication?", "subtitle": null, "abstract": "Teaching with evaluative feedback involves expectations\nabout how a learner will interpret rewards and punishments.\nWe formalize two hypotheses of how a teacher implicitly\nexpects a learner to interpret feedback – a reward-maximizing\nmodel based on standard reinforcement learning and an\naction-feedback model based on research on communicative\nintent – and describe a virtual animal-training task that\ndistinguishes the two. The results of two experiments in\nwhich people gave learners feedback for isolated actions\n(Exp. 1) or while learning over time (Exp. 2) support the\naction-feedback model over the reward-maximizing model", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "pedagogy; reward; punishment; reinforcement\nlearning; feedback; evaluative feedback; communication" } ], "section": "Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/90k992w4", "frozenauthors": [ { "first_name": "Mark", "middle_name": "K", "last_name": "Ho", "name_suffix": "", "institution": "Brown", "department": "" }, { "first_name": "Michael", "middle_name": "L", "last_name": "Littman", "name_suffix": "", "institution": "Brown", "department": "" }, { "first_name": "Fiery", "middle_name": "", "last_name": "Cushman", "name_suffix": "", "institution": "Harvard", "department": "" }, { "first_name": "Joseph", "middle_name": "L", "last_name": "Austerweil", "name_suffix": "", "institution": "Brown", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2015-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/25536/galley/15160/download/" } ] }