{"id":"https://openalex.org/W3122350172","doi":"https://doi.org/10.1109/csit49958.2020.9321959","title":"Intelligent Agent Behavior Simulation Based on Reinforcement Learning","display_name":"Intelligent Agent Behavior Simulation Based on Reinforcement Learning","publication_year":2020,"publication_date":"2020-09-23","ids":{"openalex":"https://openalex.org/W3122350172","doi":"https://doi.org/10.1109/csit49958.2020.9321959","mag":"3122350172"},"language":"en","primary_location":{"id":"doi:10.1109/csit49958.2020.9321959","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit49958.2020.9321959","pdf_url":null,"source":{"id":"https://openalex.org/S4306498651","display_name":"2020 IEEE 15th International Conference on Computer Sciences and Information Technologies (CSIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 15th International Conference on Computer Sciences and Information Technologies (CSIT)","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/A5030571810","display_name":"Vasyl Lytvyn","orcid":"https://orcid.org/0000-0002-9676-0180"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Vasyl Lytvyn","raw_affiliation_strings":["Information Systems and Networks Department, Lviv Polytechnic National University, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Information Systems and Networks Department, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061960237","display_name":"Roman Vovnyanka","orcid":null},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Roman Vovnyanka","raw_affiliation_strings":["Information Systems and Networks Department, Lviv Polytechnic National University, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Information Systems and Networks Department, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091791985","display_name":"Oksana Oborska","orcid":"https://orcid.org/0009-0001-0825-1379"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oksana Oborska","raw_affiliation_strings":["Information Systems and Networks Department, Lviv Polytechnic National University, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Information Systems and Networks Department, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049544063","display_name":"Dmytro Dosyn","orcid":"https://orcid.org/0000-0003-4040-4467"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Dmytro Dosyn","raw_affiliation_strings":["Information Systems and Networks Department, Lviv Polytechnic National University, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Information Systems and Networks Department, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014873401","display_name":"Victoria Vysotska","orcid":"https://orcid.org/0000-0001-6417-3689"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Victoria Vysotska","raw_affiliation_strings":["Information Systems and Networks Department, Lviv Polytechnic National University, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Information Systems and Networks Department, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068843837","display_name":"Valentyna Panasyuk","orcid":"https://orcid.org/0000-0002-5133-6431"},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Valentyna Panasyuk","raw_affiliation_strings":["Accounting and Taxation of Entrepreneurship Department, Ternopil National Economic University, Ternopil, Ukraine"],"affiliations":[{"raw_affiliation_string":"Accounting and Taxation of Entrepreneurship Department, Ternopil National Economic University, Ternopil, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030571810"],"corresponding_institution_ids":["https://openalex.org/I98435010"],"apc_list":null,"apc_paid":null,"fwci":0.4127,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59202059,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"2604","issue":null,"first_page":"285","last_page":"290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12734","display_name":"Information Systems and Technology Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12734","display_name":"Information Systems and Technology Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14420","display_name":"Advanced Research in Systems and Signal Processing","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.9901000261306763,"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":0.9209936857223511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7455887198448181},{"id":"https://openalex.org/keywords/intelligent-agent","display_name":"Intelligent agent","score":0.5890107750892639},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.5717446208000183},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.49336281418800354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48917487263679504},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3326340317726135},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13717120885849}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.9209936857223511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7455887198448181},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.5890107750892639},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.5717446208000183},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.49336281418800354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48917487263679504},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3326340317726135},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13717120885849},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csit49958.2020.9321959","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit49958.2020.9321959","pdf_url":null,"source":{"id":"https://openalex.org/S4306498651","display_name":"2020 IEEE 15th International Conference on Computer Sciences and Information Technologies (CSIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 15th International Conference on Computer Sciences and Information Technologies (CSIT)","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":36,"referenced_works":["https://openalex.org/W14338165","https://openalex.org/W180119731","https://openalex.org/W1563421732","https://openalex.org/W1590255531","https://openalex.org/W1633771733","https://openalex.org/W1688282853","https://openalex.org/W1772209851","https://openalex.org/W1868671693","https://openalex.org/W2024228866","https://openalex.org/W2068737686","https://openalex.org/W2120346334","https://openalex.org/W2145790759","https://openalex.org/W2161336914","https://openalex.org/W2276542355","https://openalex.org/W2487573296","https://openalex.org/W2739054607","https://openalex.org/W2895769108","https://openalex.org/W2930289985","https://openalex.org/W2947793201","https://openalex.org/W2982453794","https://openalex.org/W2990689280","https://openalex.org/W2993089119","https://openalex.org/W3029000525","https://openalex.org/W3029162135","https://openalex.org/W3030650129","https://openalex.org/W6600562739","https://openalex.org/W6636702202","https://openalex.org/W6637709589","https://openalex.org/W6656297978","https://openalex.org/W6677737365","https://openalex.org/W6681603819","https://openalex.org/W6761307317","https://openalex.org/W6762898714","https://openalex.org/W6770624841","https://openalex.org/W6778545201","https://openalex.org/W6779192423"],"related_works":["https://openalex.org/W4310083477","https://openalex.org/W2328553770","https://openalex.org/W2920061524","https://openalex.org/W1977959518","https://openalex.org/W2038908348","https://openalex.org/W2107890255","https://openalex.org/W2106552856","https://openalex.org/W2145821588","https://openalex.org/W2108086216","https://openalex.org/W1515650145"],"abstract_inverted_index":{"Modeling":[0],"of":[1,3,24],"behavior":[2,23],"intelligent":[4],"agent":[5],"based":[6],"on":[7],"reinforcement":[8],"learning":[9],"is":[10],"considered":[11],"in":[12],"the":[13,22],"article.":[14],"The":[15],"appropriate":[16],"algorithms":[17],"are":[18],"used":[19],"to":[20],"simulate":[21],"such":[25],"agents.":[26]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}