{"id":"https://openalex.org/W4384937907","doi":"https://doi.org/10.1016/j.ins.2023.119401","title":"A robust deep reinforcement learning approach to driverless taxi dispatching under uncertain demand","display_name":"A robust deep reinforcement learning approach to driverless taxi dispatching under uncertain demand","publication_year":2023,"publication_date":"2023-07-20","ids":{"openalex":"https://openalex.org/W4384937907","doi":"https://doi.org/10.1016/j.ins.2023.119401"},"language":"en","primary_location":{"id":"doi:10.1016/j.ins.2023.119401","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2023.119401","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Sciences","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/A5041746271","display_name":"Xiaoting Zhou","orcid":"https://orcid.org/0000-0001-9698-4005"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoting Zhou","raw_affiliation_strings":["School of Intelligent Systems Engineering, Sun Yat-sen University, No. 66, Gongchang Road, Guangming District, Shenzhen, 518107, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"School of Intelligent Systems Engineering, Sun Yat-sen University, No. 66, Gongchang Road, Guangming District, Shenzhen, 518107, Guangdong, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101225760","display_name":"Lubin Wu","orcid":"https://orcid.org/0000-0002-9986-6976"},"institutions":[{"id":"https://openalex.org/I4210134540","display_name":"China Ocean Shipping (China)","ror":"https://ror.org/044gm0487","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210134540"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lubin Wu","raw_affiliation_strings":["COSCO SHIPPING Specialized Carriers Co., Ltd., Guangzhou Ocean Plaza, 20 Huacheng Avenue, Guangzhou, 510623, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"COSCO SHIPPING Specialized Carriers Co., Ltd., Guangzhou Ocean Plaza, 20 Huacheng Avenue, Guangzhou, 510623, Guangdong, China","institution_ids":["https://openalex.org/I4210134540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433505","display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0002-1873-2555"},"institutions":[{"id":"https://openalex.org/I204831749","display_name":"Southwestern University of Finance and Economics","ror":"https://ror.org/04ewct822","country_code":"CN","type":"education","lineage":["https://openalex.org/I204831749"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["School of Business Administration, Faculty of Business Administration, Southwestern University of Finance and Economics, No. 55, GuangHuacun Street, Qinyang District, Chendu, 611130, SiChuan, China"],"affiliations":[{"raw_affiliation_string":"School of Business Administration, Faculty of Business Administration, Southwestern University of Finance and Economics, No. 55, GuangHuacun Street, Qinyang District, Chendu, 611130, SiChuan, China","institution_ids":["https://openalex.org/I204831749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085527500","display_name":"Zhen\u2010Song Chen","orcid":"https://orcid.org/0000-0003-4360-5459"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210121573","display_name":"Wuchang University of Technology","ror":"https://ror.org/02mqsna37","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210121573"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhen-Song Chen","raw_affiliation_strings":["School of Civil Engineering, Wuhan University, No. 8 South Road of East Lake, Wuchang, Wuhan, 430072, HuBei, China"],"affiliations":[{"raw_affiliation_string":"School of Civil Engineering, Wuhan University, No. 8 South Road of East Lake, Wuchang, Wuhan, 430072, HuBei, China","institution_ids":["https://openalex.org/I4210121573","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016896366","display_name":"Shancheng Jiang","orcid":"https://orcid.org/0000-0002-5306-3860"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shancheng Jiang","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Fire Science and Intelligent Emergency Technology, Guangzhou, 510006, Guangdong, China","School of Intelligent Systems Engineering, Sun Yat-sen University, No. 66, Gongchang Road, Guangming District, Shenzhen, 518107, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Fire Science and Intelligent Emergency Technology, Guangzhou, 510006, Guangdong, China","institution_ids":[]},{"raw_affiliation_string":"School of Intelligent Systems Engineering, Sun Yat-sen University, No. 66, Gongchang Road, Guangming District, Shenzhen, 518107, Guangdong, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016896366","https://openalex.org/A5085527500"],"corresponding_institution_ids":["https://openalex.org/I157773358","https://openalex.org/I37461747","https://openalex.org/I4210121573"],"apc_list":{"value":3330,"currency":"USD","value_usd":3330},"apc_paid":null,"fwci":2.0629,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.86474862,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"646","issue":null,"first_page":"119401","last_page":"119401"},"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/T10524","display_name":"Traffic control and management","score":0.9980000257492065,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8159835934638977},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7291842699050903},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6356026530265808},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.47135916352272034},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4603992998600006},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.42982080578804016},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34016895294189453},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2093055248260498},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12247413396835327},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.1105872094631195}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8159835934638977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7291842699050903},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6356026530265808},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.47135916352272034},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4603992998600006},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.42982080578804016},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34016895294189453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2093055248260498},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12247413396835327},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.1105872094631195},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ins.2023.119401","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2023.119401","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6241571742","display_name":null,"funder_award_id":"72031009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6840501220","display_name":null,"funder_award_id":"71801031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7636986905","display_name":null,"funder_award_id":"2020YFB1713800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7937250233","display_name":null,"funder_award_id":"72171182","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W855132903","https://openalex.org/W2042816232","https://openalex.org/W2118578357","https://openalex.org/W2159309155","https://openalex.org/W2596766982","https://openalex.org/W2614653677","https://openalex.org/W2753588970","https://openalex.org/W2799785707","https://openalex.org/W2803952469","https://openalex.org/W2947383384","https://openalex.org/W2963134136","https://openalex.org/W2963307233","https://openalex.org/W2964571806","https://openalex.org/W2968556596","https://openalex.org/W2998590388","https://openalex.org/W3002585184","https://openalex.org/W3004683339","https://openalex.org/W3007754307","https://openalex.org/W3014141732","https://openalex.org/W3015295488","https://openalex.org/W3028512226","https://openalex.org/W3047052905","https://openalex.org/W3087674080","https://openalex.org/W3104599887","https://openalex.org/W3105820921","https://openalex.org/W3116420334","https://openalex.org/W3127561923","https://openalex.org/W3139350195","https://openalex.org/W3159707902","https://openalex.org/W3185752748","https://openalex.org/W4200320501","https://openalex.org/W4223526813","https://openalex.org/W4225984100","https://openalex.org/W4238940159","https://openalex.org/W4246246172","https://openalex.org/W4281789008","https://openalex.org/W4283080771","https://openalex.org/W4297902595","https://openalex.org/W4309569224","https://openalex.org/W4313593803","https://openalex.org/W4313888547","https://openalex.org/W4323363106","https://openalex.org/W6638018090","https://openalex.org/W6692846177","https://openalex.org/W6744432492","https://openalex.org/W6770487226","https://openalex.org/W6788587467"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2031695474","https://openalex.org/W2586732548","https://openalex.org/W3049728571","https://openalex.org/W20361778","https://openalex.org/W2024136090","https://openalex.org/W2964765435"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-08T08:50:53.379069","created_date":"2025-10-10T00:00:00"}
