{"id":"https://openalex.org/W3195185296","doi":"https://doi.org/10.1007/978-981-16-5188-5_5","title":"A Deep Q-Learning Network Based Reinforcement Strategy for Smart City Taxi Cruising","display_name":"A Deep Q-Learning Network Based Reinforcement Strategy for Smart City Taxi Cruising","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3195185296","doi":"https://doi.org/10.1007/978-981-16-5188-5_5","mag":"3195185296"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-5188-5_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-5188-5_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5000773357","display_name":"Zhenyao Hua","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenyao Hua","raw_affiliation_strings":["School of Information and Electronics Engineering, Tongji University, Shanghai, China","Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai, China","Sino-German College of Applied Sciences, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronics Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Sino-German College of Applied Sciences, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100459322","display_name":"Dongyang Li","orcid":"https://orcid.org/0000-0002-6285-2968"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongyang Li","raw_affiliation_strings":["School of Information and Electronics Engineering, Tongji University, Shanghai, China","Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronics Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051259197","display_name":"Weian Guo","orcid":"https://orcid.org/0000-0001-9715-3836"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weian Guo","raw_affiliation_strings":["School of Information and Electronics Engineering, Tongji University, Shanghai, China","Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai, China","Sino-German College of Applied Sciences, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronics Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Sino-German College of Applied Sciences, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000773357"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":1.2968,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.8125,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"59","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T12392","display_name":"Sharing Economy and Platforms","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T12546","display_name":"Smart Parking Systems Research","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7865392565727234},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5518572330474854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43894702196121216},{"id":"https://openalex.org/keywords/aeronautics","display_name":"Aeronautics","score":0.329288512468338},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.32342517375946045},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1970331370830536}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7865392565727234},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5518572330474854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43894702196121216},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.329288512468338},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.32342517375946045},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1970331370830536}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-16-5188-5_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-5188-5_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"No poverty","id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W26726511","https://openalex.org/W1557517019","https://openalex.org/W1646707810","https://openalex.org/W2035789678","https://openalex.org/W2073794668","https://openalex.org/W2106251367","https://openalex.org/W2121863487","https://openalex.org/W2125074935","https://openalex.org/W2145339207","https://openalex.org/W2279201314","https://openalex.org/W2538506242","https://openalex.org/W2539085224","https://openalex.org/W2565210235","https://openalex.org/W2585892916","https://openalex.org/W2602256192","https://openalex.org/W2757649114","https://openalex.org/W2766329790","https://openalex.org/W2885531863","https://openalex.org/W2918899415","https://openalex.org/W2929242575","https://openalex.org/W2988410592","https://openalex.org/W3022257115","https://openalex.org/W3047659929"],"related_works":["https://openalex.org/W2923653485","https://openalex.org/W2957776456","https://openalex.org/W4319773215","https://openalex.org/W4224287422","https://openalex.org/W2952472710","https://openalex.org/W4255994452","https://openalex.org/W4206669594","https://openalex.org/W3005560120","https://openalex.org/W3037422413","https://openalex.org/W2959276766"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}