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{ "pk": 29919, "title": "Bootstrapping an Imagined We for Cooperation", "subtitle": null, "abstract": "Remaining committed to a joint goal in the face of many entic-\ning alternatives is challenging. Doing so while cooperating\nwith others under uncertainty is even more so. Despite this,\nagents can successfully and robustly use bootstrapping to con-\nverge on a joint intention from randomness under the Imagined\nWe framework. We demonstrate the power of this model in a\nreal-time cooperative hunting task. Additionally, we run a suite\nof model experiments to answer some of the potential chal-\nlenges to converging that this model could face under imperfect\nconditions. Specifically, we ask what happens when (1) there\nare increasingly many equivalent choices? (2) I only have an\napproximate model of you? and (3) my perception is noisy? We\nshow through a set of model experiments that this framework\nis robust to all three of these manipulations.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "Theory of Mind; Bayesian inference; cooperation;\nshared agency" } ], "section": "Poster Session 2", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/8hj9w9hh", "frozenauthors": [ { "first_name": "Ning", "middle_name": "", "last_name": "Tang", "name_suffix": "", "institution": "University of California, Los Angeles", "department": "" }, { "first_name": "Stephanie", "middle_name": "", "last_name": "Stacy", "name_suffix": "", "institution": "University of California, Los Angeles", "department": "" }, { "first_name": "MingLu", "middle_name": "", "last_name": "Zhao", "name_suffix": "", "institution": "University of California, Los Angeles", "department": "" }, { "first_name": "Gabriel", "middle_name": "", "last_name": "Marquez", "name_suffix": "", "institution": "University of California, Los Angeles", "department": "" }, { "first_name": "Tao", "middle_name": "", "last_name": "Gao", "name_suffix": "", "institution": "University of California, Los Angeles", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2020-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/29919/galley/19773/download/" } ] }