{"id":"https://openalex.org/W7127049922","doi":"https://doi.org/10.1007/978-3-032-14430-0_17","title":"An Adaptive Reinforcement Learning Framework for Intermodal Urban Logistics with Time-Dependent Congestion","display_name":"An Adaptive Reinforcement Learning Framework for Intermodal Urban Logistics with Time-Dependent Congestion","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7127049922","doi":"https://doi.org/10.1007/978-3-032-14430-0_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-14430-0_17","doi":"https://doi.org/10.1007/978-3-032-14430-0_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-14430-0_17","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7127087743","display_name":"Artificial Intelligence and Cognitive Sciences for Emerging Technologies"},"type":"conference-paper","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/A5012965257","display_name":"Mohamed Amine El Amrani","orcid":"https://orcid.org/0009-0006-7124-4469","observed_orcids":["https://orcid.org/0009-0006-7124-4469"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mohamed Amine El Amrani","raw_affiliation_strings":["Euromed Polytechnic School, Euromed University of Fes, 30030, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Euromed Polytechnic School, Euromed University of Fes, 30030, Fez, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074744099","display_name":"Mouhsene Fri","orcid":"https://orcid.org/0000-0002-2589-2303","observed_orcids":["https://orcid.org/0000-0002-2589-2303"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mouhsene Fri","raw_affiliation_strings":["Euromed Polytechnic School, Euromed University of Fes, 30030, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Euromed Polytechnic School, Euromed University of Fes, 30030, Fez, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062363116","display_name":"Othmane Benmoussa","orcid":"https://orcid.org/0000-0002-7864-6886","observed_orcids":["https://orcid.org/0000-0002-7864-6886"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Othmane Benmoussa","raw_affiliation_strings":["Euromed Polytechnic School, Euromed University of Fes, 30030, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Euromed Polytechnic School, Euromed University of Fes, 30030, Fez, Morocco","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093424393","display_name":"Naoufal Rouky","orcid":"https://orcid.org/0000-0002-8513-482X","observed_orcids":["https://orcid.org/0000-0002-8513-482X"]},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Naoufal Rouky","raw_affiliation_strings":["Artificial Intelligence Research and Applications Laboratory (AIRA), Faculty of Science and Technology, Hassan First University, 26000, Settat, Morocco","Artificial Intelligence Research and Applications Laboratory, Faculty of Science and Technology, Hassan First University, Settat, Morocco","Euromed Polytechnic School, Euromed University of Fes, 30030, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research and Applications Laboratory (AIRA), Faculty of Science and Technology, Hassan First University, 26000, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]},{"raw_affiliation_string":"Artificial Intelligence Research and Applications Laboratory, Faculty of Science and Technology, Hassan First University, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]},{"raw_affiliation_string":"Euromed Polytechnic School, Euromed University of Fes, 30030, Fez, Morocco","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5012965257"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.078089,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"189","last_page":"200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12306","display_name":"Urban and Freight Transport Logistics","score":0.9961000084877014,"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"}},"topics":[{"id":"https://openalex.org/T12306","display_name":"Urban and Freight Transport Logistics","score":0.9961000084877014,"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"}},{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.0027000000700354576,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12725","display_name":"transportation and logistics systems","score":9.999999747378752e-05,"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/intermodal-logistics","display_name":"intermodal logistics","score":0.7979999780654907},{"id":"https://openalex.org/keywords/last-mile-delivery","display_name":"last-mile delivery","score":0.9480000138282776},{"id":"https://openalex.org/keywords/travel-time-index","display_name":"travel time index","score":0.8600000143051147},{"id":"https://openalex.org/keywords/pickup-and-delivery","display_name":"pickup and delivery","score":0.8339999914169312},{"id":"https://openalex.org/keywords/vehicle-routing-problem","display_name":"vehicle routing","score":0.8519999980926514},{"id":"https://openalex.org/keywords/request-assignment","display_name":"request assignment","score":0.8759999871253967},{"id":"https://openalex.org/keywords/proximal-policy-optimization","display_name":"proximal policy optimization","score":0.9129999876022339},{"id":"https://openalex.org/keywords/urban-freight-transport","display_name":"urban freight transport","score":0.6000000238418579}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8062999844551086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6583999991416931},{"id":"https://openalex.org/C2776234997","wikidata":"https://www.wikidata.org/wiki/Q17134191","display_name":"Transshipment (information security)","level":2,"score":0.6158000230789185},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.4449999928474426},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4404999911785126},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.42160001397132874},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.3882000148296356},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.375},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.3610000014305115},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.35359999537467957},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.34599998593330383},{"id":"https://openalex.org/C2777386808","wikidata":"https://www.wikidata.org/wiki/Q5254078","display_name":"Delivery Performance","level":2,"score":0.32820001244544983},{"id":"https://openalex.org/C2987704428","wikidata":"https://www.wikidata.org/wiki/Q7900121","display_name":"City logistics","level":2,"score":0.3221000134944916},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.3208000063896179},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.2994999885559082},{"id":"https://openalex.org/C2778820799","wikidata":"https://www.wikidata.org/wiki/Q3454688","display_name":"Cost reduction","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2906999886035919},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.287200003862381},{"id":"https://openalex.org/C2778711553","wikidata":"https://www.wikidata.org/wiki/Q924286","display_name":"Transport network","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2597000002861023},{"id":"https://openalex.org/C2778391309","wikidata":"https://www.wikidata.org/wiki/Q7832527","display_name":"Traffic simulation","level":3,"score":0.2567000091075897}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-14430-0_17","doi":"https://doi.org/10.1007/978-3-032-14430-0_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-14430-0_17","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7250000238418579,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"},{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"sustainable_development_goals_aurora":[{"score":0.7402701377868652,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2177916571","https://openalex.org/W2335850549","https://openalex.org/W2379012095","https://openalex.org/W2741021238","https://openalex.org/W3127143836","https://openalex.org/W3128886752","https://openalex.org/W4288809993","https://openalex.org/W4383070024","https://openalex.org/W4389350250","https://openalex.org/W4391180327","https://openalex.org/W4391548913","https://openalex.org/W4391548919","https://openalex.org/W4399750832","https://openalex.org/W4399906984","https://openalex.org/W4410071167"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2026-02-03T00:00:00"}