{"id":"https://openalex.org/W4413734819","doi":"https://doi.org/10.1007/978-3-032-03515-8_31","title":"Graph Attention Network Based Deep Reinforcement Learning Approach for Dynamic Human Order Picking","display_name":"Graph Attention Network Based Deep Reinforcement Learning Approach for Dynamic Human Order Picking","publication_year":2025,"publication_date":"2025-08-26","ids":{"openalex":"https://openalex.org/W4413734819","doi":"https://doi.org/10.1007/978-3-032-03515-8_31"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-03515-8_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-03515-8_31","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","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":null,"display_name":"Kiyoung Cho","orcid":"https://orcid.org/0009-0009-6556-2067"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Kiyoung Cho","raw_affiliation_strings":["Department of Naval Architecture and Ocean Engineering, Seoul National University, Seoul, 08826, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0009-6556-2067","affiliations":[{"raw_affiliation_string":"Department of Naval Architecture and Ocean Engineering, Seoul National University, Seoul, 08826, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Donghoon Kwak","orcid":"https://orcid.org/0000-0003-3792-0022"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Donghoon Kwak","raw_affiliation_strings":["Department of Production Engineering, KTH Royal Institute of Technology, 10044, Stockholm, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-3792-0022","affiliations":[{"raw_affiliation_string":"Department of Production Engineering, KTH Royal Institute of Technology, 10044, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043412456","display_name":"Seung Heon Oh","orcid":"https://orcid.org/0009-0009-7656-6522"},"institutions":[{"id":"https://openalex.org/I60922564","display_name":"Naver (South Korea)","ror":"https://ror.org/04nzrnx83","country_code":"KR","type":"company","lineage":["https://openalex.org/I60922564"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seungheon Oh","raw_affiliation_strings":["Republic of Korea Navy, Gyeryong, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0009-7656-6522","affiliations":[{"raw_affiliation_string":"Republic of Korea Navy, Gyeryong, Republic of Korea","institution_ids":["https://openalex.org/I60922564"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012842425","display_name":"Jong Hun Woo","orcid":"https://orcid.org/0000-0002-7612-7361"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jonghun Woo","raw_affiliation_strings":["Department of Naval Architecture and Ocean Engineering, Seoul National University, Seoul, 08826, Republic of Korea","Research Institute of Marine Systems Engineering, Seoul National University, Seoul, 08826, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-7612-7361","affiliations":[{"raw_affiliation_string":"Department of Naval Architecture and Ocean Engineering, Seoul National University, Seoul, 08826, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Research Institute of Marine Systems Engineering, Seoul National University, Seoul, 08826, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.52639232,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"450","last_page":"465"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9993000030517578,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9866999983787537,"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/T12288","display_name":"Optimization and Search Problems","score":0.984000027179718,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7069710493087769},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6381649971008301},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.532837986946106},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4468980133533478},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2965995669364929}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7069710493087769},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6381649971008301},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.532837986946106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4468980133533478},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2965995669364929}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-03515-8_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-03515-8_31","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2036021126","https://openalex.org/W2059406189","https://openalex.org/W2585648289","https://openalex.org/W2807185344","https://openalex.org/W2942242192","https://openalex.org/W3087845791","https://openalex.org/W3129267066","https://openalex.org/W3133715761","https://openalex.org/W3134399921","https://openalex.org/W3212109828","https://openalex.org/W4241811150","https://openalex.org/W4281732159","https://openalex.org/W4378838701","https://openalex.org/W4386104498","https://openalex.org/W4393066195","https://openalex.org/W4400894380","https://openalex.org/W4401617564","https://openalex.org/W4406465648","https://openalex.org/W4407173960"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4306904969","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2138720691","https://openalex.org/W2376932109"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
