{"id":"https://openalex.org/W7161687296","doi":"https://doi.org/10.48550/arxiv.2605.18572","title":"MA$^{2}$P: A Meta-Cognitive Autonomous Intelligent Agents Framework for Complex Persuasion","display_name":"MA$^{2}$P: A Meta-Cognitive Autonomous Intelligent Agents Framework for Complex Persuasion","publication_year":2026,"publication_date":"2026-05-18","ids":{"openalex":"https://openalex.org/W7161687296","doi":"https://doi.org/10.48550/arxiv.2605.18572"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.18572","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.18572","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.18572","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032457469","display_name":"Dingyi Zhang","orcid":"https://orcid.org/0000-0003-2026-9771"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Dingyi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034504569","display_name":"Ziqing Zhuang","orcid":"https://orcid.org/0000-0002-0771-5274"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhuang, Ziqing","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136502602","display_name":"Linhai Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Linhai","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088036680","display_name":"Ziyang Gao","orcid":"https://orcid.org/0000-0003-2658-9039"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gao, Ziyang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5136503837","display_name":"Deyu Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhou, Deyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.10639999806880951,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.10639999806880951,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.09950000047683716,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.09719999879598618,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/persuasion","display_name":"Persuasion","score":0.8841000199317932},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6205000281333923},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.45320001244544983},{"id":"https://openalex.org/keywords/autonomous-agent","display_name":"Autonomous agent","score":0.4300000071525574},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4244999885559082},{"id":"https://openalex.org/keywords/intelligent-agent","display_name":"Intelligent agent","score":0.3959999978542328}],"concepts":[{"id":"https://openalex.org/C2781310500","wikidata":"https://www.wikidata.org/wiki/Q1231428","display_name":"Persuasion","level":2,"score":0.8841000199317932},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7297999858856201},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6205000281333923},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.49399998784065247},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.45320001244544983},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43709999322891235},{"id":"https://openalex.org/C13687954","wikidata":"https://www.wikidata.org/wiki/Q4826847","display_name":"Autonomous agent","level":2,"score":0.4300000071525574},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4244999885559082},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.3959999978542328},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3582000136375427},{"id":"https://openalex.org/C137703981","wikidata":"https://www.wikidata.org/wiki/Q4692093","display_name":"Agent architecture","level":3,"score":0.33239999413490295},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.29840001463890076},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.29409998655319214},{"id":"https://openalex.org/C142944206","wikidata":"https://www.wikidata.org/wiki/Q1786137","display_name":"Proactivity","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C2982912361","wikidata":"https://www.wikidata.org/wiki/Q1851867","display_name":"Mental model","level":2,"score":0.2678999900817871}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.18572","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.18572","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.18572","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.18572","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.783873438835144}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Persuasive":[0],"dialogue":[1],"generation":[2],"plays":[3],"a":[4,17,102,139,148,168],"vital":[5],"role":[6],"in":[7],"decision-making,":[8],"negotiation,":[9],"counseling,":[10],"and":[11,45,47,91,128,159],"behavior":[12],"change,":[13],"yet":[14],"it":[15],"remains":[16],"challenging":[18],"problem.":[19],"In":[20],"complex":[21,109],"persuasion":[22,170],"where":[23],"the":[24,32,38,153],"persuadee's":[25,39],"internal":[26],"states":[27,42],"are":[28,68],"not":[29],"expressed":[30],"clearly,":[31],"persuader":[33],"must":[34],"interpret":[35],"responses,":[36],"infer":[37],"latent":[40],"mental":[41],"(e.g.,":[43],"beliefs":[44],"desires),":[46],"translate":[48],"them":[49],"into":[50],"targeted,":[51],"strategy-consistent":[52],"actions;":[53],"however,":[54],"current":[55],"approaches":[56],"often":[57],"produce":[58],"generic":[59],"or":[60],"weakly":[61],"grounded":[62],"responses":[63],"even":[64],"when":[65],"such":[66],"cues":[67],"identified.":[69],"Moreover,":[70],"although":[71],"large":[72],"language":[73],"models":[74],"(LLMs)":[75],"can":[76],"generate":[77],"persuasive":[78],"content,":[79],"their":[80],"performance":[81,129,134],"varies":[82],"substantially":[83],"across":[84],"domains":[85],"due":[86],"to":[87],"uneven":[88],"knowledge":[89,150],"coverage":[90],"limited":[92],"reasoning":[93,158],"generalization.":[94],"To":[95,131],"address":[96],"these":[97],"challenges,":[98],"we":[99,112,136],"propose":[100],"MA$^{2}$P,":[101],"meta-cognitive":[103,140],"autonomous":[104,115],"intelligent":[105],"agent":[106],"framework":[107],"for":[108],"persuasion.":[110],"Specifically,":[111],"develop":[113],"an":[114,144],"multi-agent":[116],"architecture":[117],"that":[118,142,164],"coordinates":[119],"perception":[120],"management,":[121],"mental-state":[122],"inference,":[123],"strategy":[124],"execution,":[125],"memory":[126],"maintenance,":[127],"evaluation.":[130],"mitigate":[132],"cross-domain":[133],"variation,":[135],"further":[137],"design":[138],"configurator":[141],"selects":[143],"appropriate":[145],"meta-strategy":[146],"from":[147],"structured":[149],"base":[151],"at":[152],"outset,":[154],"thereby":[155],"guiding":[156],"subsequent":[157],"planning.":[160],"Experimental":[161],"results":[162],"show":[163],"our":[165],"approach":[166],"achieves":[167],"higher":[169],"success":[171],"rate":[172],"than":[173],"baselines.":[174]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-05-20T00:00:00"}
