{"id":"https://openalex.org/W4413156775","doi":"https://doi.org/10.1109/sose66311.2025.11083876","title":"The Importance of Information Sharing in Multi-Agent Systems: Addressing Reinforcement Learning Challenges","display_name":"The Importance of Information Sharing in Multi-Agent Systems: Addressing Reinforcement Learning Challenges","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4413156775","doi":"https://doi.org/10.1109/sose66311.2025.11083876"},"language":"en","primary_location":{"id":"doi:10.1109/sose66311.2025.11083876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sose66311.2025.11083876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 20th Annual System of Systems Engineering Conference (SoSE)","raw_type":"proceedings-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/A5069924710","display_name":"Arash Vesaghi","orcid":null},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Arash Vesaghi","raw_affiliation_strings":["Stevens Institute of Technology,Department of Systems and Enterprise,Hoboken,NJ.,USA"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology,Department of Systems and Enterprise,Hoboken,NJ.,USA","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007216492","display_name":"Mo Mansouri","orcid":"https://orcid.org/0000-0003-4517-7830"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mo Mansouri","raw_affiliation_strings":["Stevens Institute of Technology,Department of Systems and Enterprise,Hoboken,NJ.,USA"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology,Department of Systems and Enterprise,Hoboken,NJ.,USA","institution_ids":["https://openalex.org/I108468826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069924710"],"corresponding_institution_ids":["https://openalex.org/I108468826"],"apc_list":null,"apc_paid":null,"fwci":2.2022,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89796577,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11031","display_name":"Game Theory and Applications","score":0.4749000072479248,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11031","display_name":"Game Theory and Applications","score":0.4749000072479248,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.47119998931884766,"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"}},{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.43540000915527344,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.775331974029541},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6686750650405884},{"id":"https://openalex.org/keywords/information-sharing","display_name":"Information sharing","score":0.5506054759025574},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.504318356513977},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.37697315216064453},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3589758574962616},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2891785800457001},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1633071005344391}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.775331974029541},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6686750650405884},{"id":"https://openalex.org/C2776854237","wikidata":"https://www.wikidata.org/wiki/Q6031064","display_name":"Information sharing","level":2,"score":0.5506054759025574},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.504318356513977},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37697315216064453},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3589758574962616},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2891785800457001},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1633071005344391}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sose66311.2025.11083876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sose66311.2025.11083876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 20th Annual System of Systems Engineering Conference (SoSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W3084456289","https://openalex.org/W2024136090","https://openalex.org/W4391331176","https://openalex.org/W2031695474","https://openalex.org/W2586732548","https://openalex.org/W2964765435"],"abstract_inverted_index":{"Many":[0],"multi-agent":[1],"systems":[2,15],"(MASs)":[3],"involve":[4],"both":[5],"cooperation":[6],"and":[7,24,53,86,112,120],"competition":[8,111],"among":[9],"agents.":[10],"While":[11],"some":[12],"of":[13,79,96,109],"these":[14],"achieve":[16],"near-optimal":[17],"outcomes,":[18],"others":[19,97],"result":[20],"in":[21],"suboptimal":[22,51],"performance":[23,37],"efficiency.":[25,42],"The":[26,62,102],"primary":[27],"objective":[28],"is":[29],"to":[30,50,58,117],"identify":[31],"strategies":[32],"that":[33,48,65,106],"optimize":[34],"individual":[35],"agent":[36,84],"while":[38,90],"enhancing":[39],"overall":[40,71],"system":[41,60],"This":[43,73],"paper":[44],"examines":[45],"the":[46,94],"conditions":[47],"contribute":[49],"outcomes":[52,119],"explores":[54],"a":[55,76,99,107],"potential":[56],"solution":[57],"improve":[59],"performance.":[61],"findings":[63],"suggest":[64],"limited":[66],"information":[67,113],"sharing":[68,114],"can":[69,115],"enhance":[70],"effectiveness.":[72],"study":[74],"introduces":[75],"generalized":[77],"model":[78],"networked":[80],"agents,":[81],"where":[82],"each":[83],"learns":[85],"optimizes":[87],"its":[88],"actions":[89],"being":[91],"influenced":[92],"by":[93],"decisions":[95],"through":[98],"reward-based":[100],"mechanism.":[101],"simulation":[103],"results":[104],"demonstrate":[105],"combination":[108],"coordinated":[110],"lead":[116],"improved":[118],"increased":[121],"rewards":[122],"for":[123],"all":[124],"agents":[125],"involved.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}