{"id":"https://openalex.org/W3199718800","doi":"https://doi.org/10.1007/978-3-030-87672-2_38","title":"Tackling Uncertainty in Online Multimodal Transportation Planning Using Deep Reinforcement Learning","display_name":"Tackling Uncertainty in Online Multimodal Transportation Planning Using Deep Reinforcement Learning","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3199718800","doi":"https://doi.org/10.1007/978-3-030-87672-2_38","mag":"3199718800"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-87672-2_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87672-2_38","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.tue.nl/en/publications/5d06cbd6-e54b-4b63-be54-6618c55ef9aa","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010894301","display_name":"Amirreza Farahani","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Amirreza Farahani","raw_affiliation_strings":["School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-2375-5396","affiliations":[{"raw_affiliation_string":"School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056706542","display_name":"Laura Genga","orcid":"https://orcid.org/0000-0001-8746-8826"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Laura Genga","raw_affiliation_strings":["School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-8746-8826","affiliations":[{"raw_affiliation_string":"School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024303560","display_name":"Remco Dijkman","orcid":"https://orcid.org/0000-0003-4083-0036"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Remco Dijkman","raw_affiliation_strings":["School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-4083-0036","affiliations":[{"raw_affiliation_string":"School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010894301"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6486,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66865567,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"578","last_page":"593"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9991999864578247,"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":0.9991999864578247,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9988999962806702,"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/T10524","display_name":"Traffic control and management","score":0.9900000095367432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8276091814041138},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8144292831420898},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.532572329044342},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3850119709968567},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07147455215454102}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8276091814041138},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8144292831420898},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.532572329044342},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3850119709968567},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07147455215454102}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-87672-2_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87672-2_38","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.tue.nl:openaire/5d06cbd6-e54b-4b63-be54-6618c55ef9aa","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/5d06cbd6-e54b-4b63-be54-6618c55ef9aa","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Farahani, A, Genga, L & Dijkman, R M 2021, Tackling Uncertainty in Online Multimodal Transportation Planning Using Deep Reinforcement Learning. in M Mes, E Lalla-Ruiz & S Vo\u00df (eds), Computational Logistics - 12th International Conference, ICCL 2021, Proceedings : 12th International Conference, ICCL 2021, Enschede, The Netherlands, September 27\u201329, 2021, Proceedings. Lecture Notes in Computer Science (LNCS), vol. 13004, Springer, Cham, pp. 578-593, 12th International Conference on Computational Logistics, ICCL 2021, Enschede, Netherlands, 27/09/21. https://doi.org/10.1007/978-3-030-87672-2_38","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:tue:oai:pure.tue.nl:publications/5d06cbd6-e54b-4b63-be54-6618c55ef9aa","is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/5d06cbd6-e54b-4b63-be54-6618c55ef9aa","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Logistics - 12th International Conference, ICCL 2021, Proceedings: 12th International Conference, ICCL 2021, Enschede, The Netherlands, September 27\u201329, 2021, Proceedings, 578 - 593","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire/5d06cbd6-e54b-4b63-be54-6618c55ef9aa","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/5d06cbd6-e54b-4b63-be54-6618c55ef9aa","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Farahani, A, Genga, L & Dijkman, R M 2021, Tackling Uncertainty in Online Multimodal Transportation Planning Using Deep Reinforcement Learning. in M Mes, E Lalla-Ruiz & S Vo\u00df (eds), Computational Logistics - 12th International Conference, ICCL 2021, Proceedings : 12th International Conference, ICCL 2021, Enschede, The Netherlands, September 27\u201329, 2021, Proceedings. Lecture Notes in Computer Science (LNCS), vol. 13004, Springer, Cham, pp. 578-593, 12th International Conference on Computational Logistics, ICCL 2021, Enschede, Netherlands, 27/09/21. https://doi.org/10.1007/978-3-030-87672-2_38","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W41159429","https://openalex.org/W91030272","https://openalex.org/W1526340092","https://openalex.org/W1757796397","https://openalex.org/W2038855137","https://openalex.org/W2080017830","https://openalex.org/W2150468603","https://openalex.org/W2154798037","https://openalex.org/W2425853333","https://openalex.org/W2550786016","https://openalex.org/W2889832251","https://openalex.org/W2974195150","https://openalex.org/W2990187883","https://openalex.org/W3005588823","https://openalex.org/W3005785515","https://openalex.org/W3006799860","https://openalex.org/W3016474074","https://openalex.org/W3021705663","https://openalex.org/W3088662884","https://openalex.org/W3101246294","https://openalex.org/W3103780890","https://openalex.org/W3117640639","https://openalex.org/W3131356842","https://openalex.org/W3134406575","https://openalex.org/W3150825312","https://openalex.org/W3163548276"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4306904969","https://openalex.org/W2358668433","https://openalex.org/W2138720691","https://openalex.org/W2376932109","https://openalex.org/W4362501864","https://openalex.org/W2001405890","https://openalex.org/W4380318855","https://openalex.org/W2031695474"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}