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{ "pk": 28599, "title": "Partitioning the Perception of Physical and Social Events Within a UnifiedPsychological Space", "subtitle": null, "abstract": "Humans demonstrate remarkable abilities to perceive physi-cal and social events based on very limited information (e.g.,movements of a few simple geometric shapes). However, thecomputational mechanisms underlying intuitive physics andsocial perception remain unclear. In an effort to identify thekey computational components, we propose a unified psycho-logical space that reveals the partition between the perceptionof physical events involving inanimate objects and the percep-tion of social events involving human interactions with otheragents. This unified space consists of two prominent dimen-sions: an intuitive sense of whether physical laws are obeyedor violated; and an impression of whether an agent possessesintentions, as inferred from movements. We adopt a physicsengine and a deep reinforcement learning model to synthe-size a rich set of motion patterns. In two experiments, humanjudgments were used to demonstrate that the constructed psy-chological space successfully partitions human perception ofphysical versus social events.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "social perception; intuitive physics; intention;deep reinforcement learning" }, { "word": "Heider-Simmel animations" } ], "section": "Papers with Oral Presentations", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/8gw068jj", "frozenauthors": [ { "first_name": "Tianmin", "middle_name": "", "last_name": "Shu", "name_suffix": "", "institution": "University of California, Los Angeles", "department": "" }, { "first_name": "Yujia", "middle_name": "", "last_name": "Peng", "name_suffix": "", "institution": "University of California, Los Angeles", "department": "" }, { "first_name": "Hongjing", "middle_name": "", "last_name": "Lu", "name_suffix": "", "institution": "University of California, Los Angeles", "department": "" }, { "first_name": "Song-Chun", "middle_name": "", "last_name": "Zhu", "name_suffix": "", "institution": "University of California, Los Angeles", "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/28599/galley/18470/download/" } ] }