{"id":"https://openalex.org/W4400645500","doi":"https://doi.org/10.1109/tits.2024.3424447","title":"A Bounded Rationality-Aware Car-Following Strategy for Alleviating Cut-In Events and Traffic Disturbances in Traffic Oscillations","display_name":"A Bounded Rationality-Aware Car-Following Strategy for Alleviating Cut-In Events and Traffic Disturbances in Traffic Oscillations","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4400645500","doi":"https://doi.org/10.1109/tits.2024.3424447"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2024.3424447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2024.3424447","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Transactions on Intelligent Transportation Systems","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/A5027375285","display_name":"Meng Li","orcid":"https://orcid.org/0000-0001-6944-0053"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Meng Li","raw_affiliation_strings":["School of Transportation, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-6944-0053","affiliations":[{"raw_affiliation_string":"School of Transportation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100351555","display_name":"Zhibin Li","orcid":"https://orcid.org/0000-0001-7192-6853"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibin Li","raw_affiliation_strings":["School of Transportation, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-7192-6853","affiliations":[{"raw_affiliation_string":"School of Transportation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007015385","display_name":"Bingtong Wang","orcid":"https://orcid.org/0000-0002-5747-857X"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingtong Wang","raw_affiliation_strings":["School of Transportation, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-5747-857X","affiliations":[{"raw_affiliation_string":"School of Transportation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038878659","display_name":"Shunchao Wang","orcid":"https://orcid.org/0000-0002-7826-5880"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shunchao Wang","raw_affiliation_strings":["School of Transportation, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-7826-5880","affiliations":[{"raw_affiliation_string":"School of Transportation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027375285"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":1.5776,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82874888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"25","issue":"11","first_page":"17902","last_page":"17916"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9936000108718872,"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"}},"topics":[{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9936000108718872,"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":0.9672999978065491,"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"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9672999978065491,"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/bounded-rationality","display_name":"Bounded rationality","score":0.6050827503204346},{"id":"https://openalex.org/keywords/traffic-wave","display_name":"Traffic wave","score":0.4750354588031769},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4519195854663849},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.43913114070892334},{"id":"https://openalex.org/keywords/rationality","display_name":"Rationality","score":0.4283842444419861},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.25771984457969666},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2535354495048523},{"id":"https://openalex.org/keywords/floating-car-data","display_name":"Floating car data","score":0.23235705494880676},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2294434905052185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22584718465805054},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.17656606435775757},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.09832745790481567},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08062374591827393}],"concepts":[{"id":"https://openalex.org/C58694771","wikidata":"https://www.wikidata.org/wiki/Q814385","display_name":"Bounded rationality","level":2,"score":0.6050827503204346},{"id":"https://openalex.org/C168069670","wikidata":"https://www.wikidata.org/wiki/Q2596069","display_name":"Traffic wave","level":4,"score":0.4750354588031769},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4519195854663849},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.43913114070892334},{"id":"https://openalex.org/C201717286","wikidata":"https://www.wikidata.org/wiki/Q938185","display_name":"Rationality","level":2,"score":0.4283842444419861},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.25771984457969666},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2535354495048523},{"id":"https://openalex.org/C64093975","wikidata":"https://www.wikidata.org/wiki/Q356677","display_name":"Floating car data","level":3,"score":0.23235705494880676},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2294434905052185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22584718465805054},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.17656606435775757},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.09832745790481567},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08062374591827393},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2024.3424447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2024.3424447","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G5180636669","display_name":null,"funder_award_id":"52232012","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6891822477","display_name":null,"funder_award_id":"52272331","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W601347102","https://openalex.org/W1560949607","https://openalex.org/W1965455100","https://openalex.org/W2007700466","https://openalex.org/W2067530543","https://openalex.org/W2081643473","https://openalex.org/W2084952317","https://openalex.org/W2264897026","https://openalex.org/W2307705687","https://openalex.org/W2736601468","https://openalex.org/W2805499321","https://openalex.org/W2906634842","https://openalex.org/W2912445127","https://openalex.org/W2945590102","https://openalex.org/W2947106284","https://openalex.org/W2954188739","https://openalex.org/W2961585556","https://openalex.org/W2963787065","https://openalex.org/W2964099151","https://openalex.org/W2964784128","https://openalex.org/W2988595664","https://openalex.org/W2988773531","https://openalex.org/W3016931720","https://openalex.org/W3080742113","https://openalex.org/W3104885712","https://openalex.org/W3105793542","https://openalex.org/W3153676008","https://openalex.org/W3158742847","https://openalex.org/W3195489388","https://openalex.org/W3210590548","https://openalex.org/W3211345831","https://openalex.org/W3212373318","https://openalex.org/W4200632521","https://openalex.org/W4214554111","https://openalex.org/W4220902452","https://openalex.org/W4243683476","https://openalex.org/W4280531426","https://openalex.org/W4281972499","https://openalex.org/W4285102570","https://openalex.org/W4288741466","https://openalex.org/W4294690639","https://openalex.org/W4295067681","https://openalex.org/W4312053942","https://openalex.org/W4318541446","https://openalex.org/W4319866469","https://openalex.org/W4319996312","https://openalex.org/W4321767538","https://openalex.org/W4367146630","https://openalex.org/W4385923102","https://openalex.org/W4391376493","https://openalex.org/W4391768722","https://openalex.org/W4392908444","https://openalex.org/W4399426676","https://openalex.org/W6618254190","https://openalex.org/W6687293084","https://openalex.org/W6741002519","https://openalex.org/W6860850616"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4388260134","https://openalex.org/W2351341309","https://openalex.org/W2489352369","https://openalex.org/W2801172480","https://openalex.org/W4297440579","https://openalex.org/W187959850","https://openalex.org/W4300099835","https://openalex.org/W4299547270"],"abstract_inverted_index":{"Neighboring":[0],"human-driven":[1],"vehicles":[2,19],"(HDVs)":[3],"frequently":[4],"perform":[5],"uncertain":[6],"cut-in":[7,50,59,62,106,116,154],"maneuvers,":[8],"posing":[9],"a":[10,77,139],"threat":[11],"to":[12,48,82,113,148],"the":[13,65,100,105,111,125],"safety":[14],"and":[15,61,93,107,118,151],"efficiency":[16],"of":[17,68,103,129,142],"autonomous":[18],"(AVs),":[20],"particularly":[21],"in":[22,132,144],"traffic":[23,145],"oscillation":[24],"scenarios":[25,56],"characterized":[26],"by":[27],"AVs":[28],"experiencing":[29],"speed":[30,120,135],"disturbances.":[31,121],"In":[32],"this":[33,74],"paper,":[34],"we":[35],"propose":[36],"an":[37],"AV":[38,112],"car-following":[39],"strategy":[40,75,131],"based":[41],"on":[42],"bounded":[43,78],"rationality-aware":[44],"reinforcement":[45],"learning":[46],"(BRARL)":[47],"handle":[49,55,115],"maneuvers.":[51,155],"The":[52,95],"approach":[53],"can":[54],"involving":[57],"simultaneous":[58],"preclusion":[60],"yielding.":[63],"Considering":[64],"limited":[66],"rationality":[67],"human":[69],"drivers":[70],"during":[71],"lane":[72],"change,":[73],"incorporates":[76],"rationality-based":[79],"game":[80],"process":[81],"restrict":[83],"discretionary":[84,153],"cut-ins":[85],"while":[86],"safeguarding":[87],"AV\u2019s":[88],"interests,":[89],"including":[90],"efficiency,":[91],"safety,":[92],"comfort.":[94],"well-designed":[96],"RL":[97],"framework":[98],"captures":[99],"exhibited":[101],"randomness":[102],"both":[104],"preceding":[108,134],"HDVs,":[109],"enabling":[110],"effectively":[114],"maneuvers":[117],"reduce":[119],"Simulated":[122],"experiments":[123],"demonstrate":[124],"high":[126],"generalization":[127],"capability":[128],"our":[130],"reducing":[133],"disturbances":[136,146],"(e.g.,":[137],"achieving":[138],"minimum":[140],"reduction":[141],"34.5%":[143],"compared":[147],"two":[149],"baselines),":[150],"preventing":[152]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
