{"id":"https://openalex.org/W4400218214","doi":"https://doi.org/10.1007/978-3-031-64605-8_24","title":"Reinforcement Learning Applied to\u00a0the\u00a0Dynamic Capacitated Profitable Tour Problem with\u00a0Stochastic Requests","display_name":"Reinforcement Learning Applied to\u00a0the\u00a0Dynamic Capacitated Profitable Tour Problem with\u00a0Stochastic Requests","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400218214","doi":"https://doi.org/10.1007/978-3-031-64605-8_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-64605-8_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64605-8_24","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092357387","display_name":"Marvin Caspar","orcid":"https://orcid.org/0000-0003-1025-9772"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marvin Caspar","raw_affiliation_strings":["Business Information Systems and Operations Research (BISOR), University of Kaiserslautern-Landau, Postfach 3049, 67653, Kaiserslautern, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1025-9772","affiliations":[{"raw_affiliation_string":"Business Information Systems and Operations Research (BISOR), University of Kaiserslautern-Landau, Postfach 3049, 67653, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103040073","display_name":"Oliver Wendt","orcid":"https://orcid.org/0000-0002-7102-3141"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver Wendt","raw_affiliation_strings":["Business Information Systems and Operations Research (BISOR), University of Kaiserslautern-Landau, Postfach 3049, 67653, Kaiserslautern, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7102-3141","affiliations":[{"raw_affiliation_string":"Business Information Systems and Operations Research (BISOR), University of Kaiserslautern-Landau, Postfach 3049, 67653, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5092357387"],"corresponding_institution_ids":["https://openalex.org/I153267046"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28202532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"346","last_page":"363"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9994000196456909,"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":0.9994000196456909,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9968000054359436,"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":0.8755886554718018},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8526771068572998},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.42060866951942444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41847527027130127},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.4147583246231079},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4073152244091034},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1456972360610962},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06489288806915283}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8755886554718018},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8526771068572998},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.42060866951942444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41847527027130127},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.4147583246231079},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4073152244091034},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1456972360610962},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06489288806915283}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-64605-8_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64605-8_24","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1531238689","https://openalex.org/W1971194609","https://openalex.org/W1983758874","https://openalex.org/W1991001189","https://openalex.org/W1991149726","https://openalex.org/W2002320856","https://openalex.org/W2024312173","https://openalex.org/W2035201919","https://openalex.org/W2044060832","https://openalex.org/W2046731583","https://openalex.org/W2058801777","https://openalex.org/W2087196840","https://openalex.org/W2095727900","https://openalex.org/W2120017944","https://openalex.org/W2145339207","https://openalex.org/W2169927262","https://openalex.org/W2463987837","https://openalex.org/W2473137525","https://openalex.org/W2493538957","https://openalex.org/W2724877676","https://openalex.org/W2768618303","https://openalex.org/W3003915040","https://openalex.org/W3037428092","https://openalex.org/W3091755028","https://openalex.org/W3133529384","https://openalex.org/W3185625797","https://openalex.org/W3204415704","https://openalex.org/W4225148470","https://openalex.org/W4225162684","https://openalex.org/W4237591687","https://openalex.org/W4252801674","https://openalex.org/W4285178771","https://openalex.org/W4295647722","https://openalex.org/W4313479883","https://openalex.org/W4382519415","https://openalex.org/W6631189298"],"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/W2024136090","https://openalex.org/W2586732548","https://openalex.org/W3049728571","https://openalex.org/W2964765435","https://openalex.org/W814774360"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}