{"id":"https://openalex.org/W7123361055","doi":"https://doi.org/10.1109/comst.2026.3651702","title":"Toward Edge General Intelligence With Agentic AI and Agentification: Concepts, Technologies, and Future Directions","display_name":"Toward Edge General Intelligence With Agentic AI and Agentification: Concepts, Technologies, and Future Directions","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7123361055","doi":"https://doi.org/10.1109/comst.2026.3651702"},"language":"en","primary_location":{"id":"doi:10.1109/comst.2026.3651702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comst.2026.3651702","pdf_url":null,"source":{"id":"https://openalex.org/S23688054","display_name":"IEEE Communications Surveys & Tutorials","issn_l":"1553-877X","issn":["1553-877X","2373-745X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Surveys & Tutorials","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5122886814","display_name":"Ruichen Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ruichen Zhang","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-6859-3645","affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114500251","display_name":"Guangyuan Liu","orcid":"https://orcid.org/0000-0002-8211-1403"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Guangyuan Liu","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-8211-1403","affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068961034","display_name":"Yinqiu Liu","orcid":"https://orcid.org/0000-0002-6198-3712"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yinqiu Liu","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-6198-3712","affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005541177","display_name":"Changyuan Zhao","orcid":"https://orcid.org/0000-0001-9187-9572"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Changyuan Zhao","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-9187-9572","affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100727959","display_name":"Jiacheng Wang","orcid":"https://orcid.org/0000-0003-1252-8761"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jiacheng Wang","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-1252-8761","affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073847062","display_name":"Yunting Xu","orcid":"https://orcid.org/0000-0001-6341-4698"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yunting Xu","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-6341-4698","affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091266202","display_name":"Dusit Niyato","orcid":"https://orcid.org/0000-0002-7442-7416"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dusit Niyato","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-7442-7416","affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106275656","display_name":"Jiawen Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawen Kang","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8218-3490","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122854670","display_name":"Yonghui Li","orcid":null},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yonghui Li","raw_affiliation_strings":["School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0001-7702-1123","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122909698","display_name":"Shiwen Mao","orcid":null},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shiwen Mao","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Auburn University, Auburn, USA"],"raw_orcid":"https://orcid.org/0000-0002-7052-0007","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Auburn University, Auburn, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121076459","display_name":"Sumei Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Sumei Sun","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science, Technology and Research, Fusionopolis, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-1701-8122","affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research, Fusionopolis, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122863531","display_name":"Xuemin Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xuemin Shen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-4140-287X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122875108","display_name":"Dong Hwan Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong In Kim","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon-si, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-7711-8072","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon-si, South Korea","institution_ids":["https://openalex.org/I848706"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":154.858,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.99964201,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"28","issue":null,"first_page":"4285","last_page":"4318"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.027400000020861626,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.027400000020861626,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.02329999953508377,"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/T13038","display_name":"Internet of Things and AI","score":0.018799999728798866,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.33869999647140503},{"id":"https://openalex.org/keywords/human-intelligence","display_name":"Human intelligence","score":0.2969000041484833},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.2896000146865845},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.2687999904155731},{"id":"https://openalex.org/keywords/intelligence-analysis","display_name":"Intelligence analysis","score":0.2572000026702881}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43479999899864197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3977999985218048},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39640000462532043},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.352400004863739},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.33869999647140503},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3172999918460846},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.2969000041484833},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.2896000146865845},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.28049999475479126},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.2687999904155731},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2581000030040741},{"id":"https://openalex.org/C517642484","wikidata":"https://www.wikidata.org/wiki/Q2388514","display_name":"Intelligence analysis","level":2,"score":0.2572000026702881},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.25110000371932983},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.250900000333786}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/comst.2026.3651702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comst.2026.3651702","pdf_url":null,"source":{"id":"https://openalex.org/S23688054","display_name":"IEEE Communications Surveys & Tutorials","issn_l":"1553-877X","issn":["1553-877X","2373-745X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Surveys & Tutorials","raw_type":"journal-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/211959","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/211959","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":190,"referenced_works":["https://openalex.org/W2110100895","https://openalex.org/W2287429606","https://openalex.org/W2320046825","https://openalex.org/W2617931713","https://openalex.org/W2624989916","https://openalex.org/W2748265480","https://openalex.org/W2768475350","https://openalex.org/W2805161269","https://openalex.org/W2884935215","https://openalex.org/W2886485362","https://openalex.org/W2889800906","https://openalex.org/W2896389111","https://openalex.org/W2906647810","https://openalex.org/W2920270483","https://openalex.org/W2924877180","https://openalex.org/W2950865323","https://openalex.org/W2963122961","https://openalex.org/W2963125010","https://openalex.org/W2963186244","https://openalex.org/W2963569896","https://openalex.org/W2975128548","https://openalex.org/W2978648800","https://openalex.org/W2979680647","https://openalex.org/W2980856918","https://openalex.org/W2981114133","https://openalex.org/W2988596277","https://openalex.org/W2989596860","https://openalex.org/W2993809815","https://openalex.org/W2999301152","https://openalex.org/W3000745556","https://openalex.org/W3001462167","https://openalex.org/W3005971024","https://openalex.org/W3006541201","https://openalex.org/W3011182939","https://openalex.org/W3034561418","https://openalex.org/W3035630226","https://openalex.org/W3035788210","https://openalex.org/W3040646053","https://openalex.org/W3041971333","https://openalex.org/W3047538493","https://openalex.org/W3080122404","https://openalex.org/W3085338972","https://openalex.org/W3107035074","https://openalex.org/W3128146732","https://openalex.org/W3149755221","https://openalex.org/W3163148797","https://openalex.org/W3163231210","https://openalex.org/W3171715134","https://openalex.org/W3176058568","https://openalex.org/W3179283102","https://openalex.org/W3189642105","https://openalex.org/W3194292616","https://openalex.org/W3204208956","https://openalex.org/W3204647170","https://openalex.org/W3206276912","https://openalex.org/W3207252949","https://openalex.org/W3207494382","https://openalex.org/W3209352982","https://openalex.org/W3210635777","https://openalex.org/W3212941463","https://openalex.org/W3213881811","https://openalex.org/W3215230729","https://openalex.org/W4205946715","https://openalex.org/W4211103858","https://openalex.org/W4214509590","https://openalex.org/W4214831727","https://openalex.org/W4224880013","https://openalex.org/W4226215778","https://openalex.org/W4236853429","https://openalex.org/W4285105424","https://openalex.org/W4285174427","https://openalex.org/W4285237823","https://openalex.org/W4293192588","https://openalex.org/W4295308573","https://openalex.org/W4296132227","https://openalex.org/W4312044727","https://openalex.org/W4313118019","https://openalex.org/W4318586180","https://openalex.org/W4319303290","https://openalex.org/W4319778953","https://openalex.org/W4323038324","https://openalex.org/W4361985268","https://openalex.org/W4361988597","https://openalex.org/W4377971464","https://openalex.org/W4379659737","https://openalex.org/W4385338523","https://openalex.org/W4385696134","https://openalex.org/W4386918966","https://openalex.org/W4387848745","https://openalex.org/W4387885634","https://openalex.org/W4388125252","https://openalex.org/W4388430759","https://openalex.org/W4389076731","https://openalex.org/W4389520749","https://openalex.org/W4390190323","https://openalex.org/W4390659326","https://openalex.org/W4392904605","https://openalex.org/W4393763811","https://openalex.org/W4394966992","https://openalex.org/W4394994526","https://openalex.org/W4396817538","https://openalex.org/W4396909799","https://openalex.org/W4396941482","https://openalex.org/W4399282679","https://openalex.org/W4399530455","https://openalex.org/W4399915757","https://openalex.org/W4400447774","https://openalex.org/W4400644218","https://openalex.org/W4401070291","https://openalex.org/W4401210868","https://openalex.org/W4401247234","https://openalex.org/W4401509761","https://openalex.org/W4401943270","https://openalex.org/W4402350838","https://openalex.org/W4402473949","https://openalex.org/W4402564190","https://openalex.org/W4402743254","https://openalex.org/W4402774450","https://openalex.org/W4402904206","https://openalex.org/W4403022275","https://openalex.org/W4403511166","https://openalex.org/W4403535680","https://openalex.org/W4404482212","https://openalex.org/W4404520626","https://openalex.org/W4404563158","https://openalex.org/W4404781019","https://openalex.org/W4405718122","https://openalex.org/W4405811711","https://openalex.org/W4405893374","https://openalex.org/W4405907069","https://openalex.org/W4405907183","https://openalex.org/W4406158010","https://openalex.org/W4406207083","https://openalex.org/W4406207609","https://openalex.org/W4406650295","https://openalex.org/W4406728221","https://openalex.org/W4406947263","https://openalex.org/W4407025246","https://openalex.org/W4407168495","https://openalex.org/W4407390684","https://openalex.org/W4407881031","https://openalex.org/W4408047886","https://openalex.org/W4408124985","https://openalex.org/W4408145402","https://openalex.org/W4408520711","https://openalex.org/W4408529725","https://openalex.org/W4408709844","https://openalex.org/W4408970804","https://openalex.org/W4409014181","https://openalex.org/W4409225895","https://openalex.org/W4409249316","https://openalex.org/W4409325865","https://openalex.org/W4409327161","https://openalex.org/W4409368288","https://openalex.org/W4409418512","https://openalex.org/W4409641168","https://openalex.org/W4409683790","https://openalex.org/W4410153058","https://openalex.org/W4410226390","https://openalex.org/W4410227484","https://openalex.org/W4410491876","https://openalex.org/W4410771534","https://openalex.org/W4410949868","https://openalex.org/W4411019270","https://openalex.org/W4411171960","https://openalex.org/W4411203009","https://openalex.org/W4411245047","https://openalex.org/W4411599731","https://openalex.org/W4411799077","https://openalex.org/W4411799318","https://openalex.org/W4411949912","https://openalex.org/W4411995908","https://openalex.org/W4412089025","https://openalex.org/W4412505619","https://openalex.org/W4412747875","https://openalex.org/W4412871412","https://openalex.org/W4413267785","https://openalex.org/W4413948760","https://openalex.org/W4414080315","https://openalex.org/W4414115699","https://openalex.org/W4414404571","https://openalex.org/W4415799112","https://openalex.org/W4416430885","https://openalex.org/W4417201747","https://openalex.org/W4417282892","https://openalex.org/W4417439102","https://openalex.org/W4417454459","https://openalex.org/W7113898522","https://openalex.org/W7114793850","https://openalex.org/W7116784168"],"related_works":[],"abstract_inverted_index":{"The":[0],"rapid":[1],"expansion":[2],"of":[3,11,86,103],"sixth-generation":[4],"(6G)":[5],"wireless":[6],"networks":[7],"and":[8,36,46,74,105,118,133,157,161,182,200,210],"the":[9,16,43,84],"Internet":[10],"Things":[12],"(IoT)":[13],"has":[14],"catalyzed":[15],"evolution":[17],"from":[18,136],"centralized":[19],"cloud":[20],"intelligence":[21,30,56,88,139],"towards":[22],"decentralized":[23],"edge":[24,29,52,65,87,124,138,217],"general":[25,125],"intelligence.":[26,126],"However,":[27],"traditional":[28,137],"methods,":[31],"characterized":[32],"by":[33,187],"static":[34],"models":[35],"limited":[37],"cognitive":[38],"autonomy,":[39],"fail":[40],"to":[41,50,67,115,206],"address":[42],"dynamic,":[44],"heterogeneous,":[45],"resource-constrained":[47],"scenarios":[48],"inherent":[49],"emerging":[51,197],"networks.":[53],"Agentic":[54,116,171,212],"artificial":[55],"(Agentic":[57],"AI)":[58],"emerges":[59],"as":[60,90],"a":[61,91,111],"transformative":[62],"solution,":[63],"enabling":[64,145],"systems":[66],"autonomously":[68],"perceive":[69],"multi-modal":[70],"environments,":[71],"reason":[72],"contextually,":[73],"adapt":[75],"proactively":[76],"through":[77],"continuous":[78],"perception\u2013reasoning\u2013action":[79],"loops.":[80],"In":[81],"this":[82],"context,":[83],"agentification":[85,119],"serves":[89],"key":[92],"paradigm":[93],"shift,":[94],"where":[95],"distributed":[96],"entities":[97],"evolve":[98],"into":[99],"autonomous":[100],"agents":[101],"capable":[102],"collaboration":[104],"continual":[106],"adaptation.":[107],"This":[108],"paper":[109],"presents":[110],"comprehensive":[112],"survey":[113],"dedicated":[114],"AI":[117,213],"frameworks":[120],"tailored":[121],"explicitly":[122],"for":[123,215],"First,":[127],"we":[128,142,165,191],"systematically":[129],"introduce":[130],"foundational":[131],"concepts":[132],"clarify":[134],"distinctions":[135],"paradigms.":[140],"Second,":[141],"analyze":[143],"important":[144],"technologies,":[146],"including":[147],"compact":[148],"model":[149],"compression,":[150],"energy-aware":[151],"computing":[152],"strategies,":[153],"robust":[154],"connectivity":[155],"frameworks,":[156],"advanced":[158],"knowledge":[159],"representation":[160],"reasoning":[162],"mechanisms.":[163],"Third,":[164],"provide":[166],"representative":[167],"case":[168],"studies":[169],"demonstrating":[170],"AI\u2019s":[172],"capabilities":[173],"in":[174],"low-altitude":[175],"economy":[176],"networks,":[177,181],"intent-driven":[178],"networking,":[179],"vehicular":[180],"human-centric":[183],"service":[184],"provisioning,":[185],"supported":[186],"numerical":[188],"evaluations.":[189],"Furthermore,":[190],"identify":[192],"current":[193],"research":[194,204],"challenges,":[195],"review":[196],"open-source":[198],"platforms,":[199],"highlight":[201],"promising":[202],"future":[203],"directions":[205],"guide":[207],"robust,":[208],"scalable,":[209],"trustworthy":[211],"deployments":[214],"next-generation":[216],"environments.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":15}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2026-01-14T00:00:00"}