{"id":"https://openalex.org/W7163582444","doi":"https://doi.org/10.48550/arxiv.2606.04155","title":"SocialCoach: Personalized Social Skill Learning with Agentic Tutoring and Practice","display_name":"SocialCoach: Personalized Social Skill Learning with Agentic Tutoring and Practice","publication_year":2026,"publication_date":"2026-06-02","ids":{"openalex":"https://openalex.org/W7163582444","doi":"https://doi.org/10.48550/arxiv.2606.04155"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.04155","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.04155","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.2606.04155","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102738457","display_name":"Tianfu Wang","orcid":"https://orcid.org/0000-0002-4386-3354"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Tianfu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137889285","display_name":"Max Xiong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiong, Max","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087106517","display_name":"Jianxun Lian","orcid":"https://orcid.org/0000-0003-3108-5601"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lian, Jianxun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015639955","display_name":"Hongyuan Zhu","orcid":"https://orcid.org/0000-0001-5177-8320"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu, Hongyuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137830794","display_name":"Zhengyu Hu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hu, Zhengyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137856833","display_name":"Yuxuan Lei","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lei, Yuxuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040481040","display_name":"Linxiao Gong","orcid":"https://orcid.org/0000-0002-2480-6557"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gong, Linxiao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147440743","display_name":"Dapeng Hu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hu, Dapeng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100362447","display_name":"Xiaofang Li","orcid":"https://orcid.org/0009-0007-9163-9449"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Xiaofang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133128879","display_name":"Peiting Tsai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tsai, Peiting","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053345000","display_name":"Nicholas Jing Yuan","orcid":"https://orcid.org/0009-0006-3971-4176"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuan, Nicholas Jing","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5147409824","display_name":"Qi Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Qi","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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9028000235557556,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9028000235557556,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.037700001150369644,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.005200000014156103,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/negotiation","display_name":"Negotiation","score":0.5317000150680542},{"id":"https://openalex.org/keywords/dreyfus-model-of-skill-acquisition","display_name":"Dreyfus model of skill acquisition","score":0.5162000060081482},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.46459999680519104},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.3853999972343445},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.3677000105381012},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.3628000020980835},{"id":"https://openalex.org/keywords/scarcity","display_name":"Scarcity","score":0.35260000824928284},{"id":"https://openalex.org/keywords/social-skills","display_name":"Social skills","score":0.3416000008583069}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5623000264167786},{"id":"https://openalex.org/C199776023","wikidata":"https://www.wikidata.org/wiki/Q202875","display_name":"Negotiation","level":2,"score":0.5317000150680542},{"id":"https://openalex.org/C132758656","wikidata":"https://www.wikidata.org/wiki/Q5307365","display_name":"Dreyfus model of skill acquisition","level":2,"score":0.5162000060081482},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.492000013589859},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.46459999680519104},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.3853999972343445},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.3677000105381012},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.3628000020980835},{"id":"https://openalex.org/C109747225","wikidata":"https://www.wikidata.org/wiki/Q815758","display_name":"Scarcity","level":2,"score":0.35260000824928284},{"id":"https://openalex.org/C86772948","wikidata":"https://www.wikidata.org/wiki/Q1413287","display_name":"Social skills","level":2,"score":0.3416000008583069},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3353999853134155},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.3231000006198883},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.30219998955726624},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29980000853538513},{"id":"https://openalex.org/C79416737","wikidata":"https://www.wikidata.org/wiki/Q2305519","display_name":"Social learning","level":2,"score":0.29339998960494995},{"id":"https://openalex.org/C43075056","wikidata":"https://www.wikidata.org/wiki/Q15910354","display_name":"Soft skills","level":2,"score":0.28870001435279846},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.27900001406669617},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.2653999924659729},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.2632000148296356},{"id":"https://openalex.org/C2780709859","wikidata":"https://www.wikidata.org/wiki/Q7550754","display_name":"Social practice","level":3,"score":0.2581000030040741},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.04155","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.04155","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.2606.04155","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.04155","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Social":[0],"skills":[1],"such":[2],"as":[3,77],"negotiation":[4],"and":[5,11,20,59,62,69,90,134,157],"leadership":[6],"are":[7,100],"crucial":[8],"for":[9,45,66,169],"personal":[10],"professional":[12],"success":[13],"in":[14,127,139,155],"today's":[15],"interconnected":[16],"world.":[17],"However,":[18],"scalable":[19],"effective":[21],"training":[22],"remains":[23],"a":[24,52,84,94,128],"significant":[25],"challenge":[26],"due":[27],"to":[28,165],"the":[29,124,140],"scarcity":[30],"of":[31,55],"expert":[32],"coaching.":[33],"In":[34],"this":[35,64],"work,":[36],"we":[37,109,122],"introduce":[38],"SocialCoach,":[39],"an":[40],"LLM-powered":[41],"agentic":[42],"tutoring":[43,158],"system":[44],"personalized":[46],"social":[47,74,171],"skill":[48,172],"learning.":[49,173],"SocialCoach":[50,148],"constructs":[51],"theory-to-practice":[53],"corpus":[54,65,103],"traceable":[56],"strategies,":[57],"cases,":[58],"practice":[60,75,81,92,133],"scenarios,":[61],"uses":[63],"both":[67],"scheduling":[68,107,125,156],"reflective":[70,136],"tutoring.":[71,137],"We":[72,160],"formulate":[73],"personalization":[76],"cold-start,":[78],"retrieval-constrained":[79],"sequential":[80],"scheduling.":[82],"Given":[83],"learner":[85],"profile,":[86],"simulated":[87],"proficiency":[88],"state,":[89],"observed":[91],"history,":[93],"policy":[95],"produces":[96],"structured":[97],"prescriptions":[98],"that":[99,147],"realized":[101],"through":[102],"retrieval.":[104],"To":[105],"enhance":[106],"effectiveness,":[108],"optimize":[110],"complete":[111],"pathways":[112],"with":[113,131],"trajectory-level":[114],"GRPO":[115],"using":[116],"rubric-judge":[117],"based":[118],"pairwise":[119],"preferences.":[120],"Additionally,":[121],"instantiate":[123],"approach":[126],"deployed":[129],"platform":[130],"goal-driven":[132],"knowledge-grounded":[135],"Finally,":[138],"synthetic":[141],"cold-start":[142],"setting,":[143],"experiment":[144],"results":[145],"show":[146],"achieves":[149],"higher":[150],"pathway-quality":[151],"ratings":[152],"than":[153],"baselines":[154],"quality.":[159],"also":[161],"conduct":[162],"human":[163],"studies":[164],"demonstrate":[166],"its":[167],"usefulness":[168],"real-world":[170]},"counts_by_year":[],"updated_date":"2026-08-19T15:00:24.278416","created_date":"2026-06-05T00:00:00"}
