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{ "pk": 32744, "title": "Investigating Language Change: A Multi-Agent Neural-Network Based Simulation", "subtitle": null, "abstract": "Multiple agents, equipped with a feature-based phonetic model and a connectionist cognitive model, interact via the naming game, with lexicon formation and change as emergent properties of this complex adaptive system. We present a new description of the naming game, situating it as a general, implementation-independent paradigm. Our addition of richerphonetic and cognitive models provides the agents with a greater degree of cognitive validity than does earlier work, while enhancing the flexibility of the system and reproducing empirical results. Feature-based phonetics, piecewise reinforcement learning, and a connectionist architecture with local representation allows language discrimination based on schemata instead of entire utterances.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Long Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/9ws495xj", "frozenauthors": [ { "first_name": "Scott", "middle_name": "C.", "last_name": "Stoness", "name_suffix": "", "institution": "School of Computing Science, Simon Fraser University", "department": "" }, { "first_name": "Christopher", "middle_name": "", "last_name": "Dircks", "name_suffix": "", "institution": "School of Computing Science, Simon Fraser University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "1999-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/32744/galley/23806/download/" } ] }