{"id":"https://openalex.org/W3176298362","doi":"https://doi.org/10.1007/978-3-030-86486-6_3","title":"Knowledge Infused Policy Gradients with\u00a0Upper Confidence Bound for\u00a0Relational Bandits","display_name":"Knowledge Infused Policy Gradients with\u00a0Upper Confidence Bound for\u00a0Relational Bandits","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3176298362","doi":"https://doi.org/10.1007/978-3-030-86486-6_3","mag":"3176298362"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-86486-6_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86486-6_3","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2106.13895","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031161187","display_name":"Kaushik Roy","orcid":"https://orcid.org/0009-0002-3375-2877"},"institutions":[{"id":"https://openalex.org/I283854653","display_name":"Machine Intelligence Research Institute","ror":"https://ror.org/01h4ass90","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I283854653"]},{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kaushik Roy","raw_affiliation_strings":["Artificial Intelligence Institute, University of South Carolina, Columbia, USA","UNIVERSITY OF SOUTH CAROLINA"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Institute, University of South Carolina, Columbia, USA","institution_ids":["https://openalex.org/I283854653","https://openalex.org/I155781252"]},{"raw_affiliation_string":"UNIVERSITY OF SOUTH CAROLINA","institution_ids":["https://openalex.org/I155781252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100360233","display_name":"Qi Zhang","orcid":"https://orcid.org/0000-0001-8862-4675"},"institutions":[{"id":"https://openalex.org/I283854653","display_name":"Machine Intelligence Research Institute","ror":"https://ror.org/01h4ass90","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I283854653"]},{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qi Zhang","raw_affiliation_strings":["Artificial Intelligence Institute, University of South Carolina, Columbia, USA","UNIVERSITY OF SOUTH CAROLINA"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Institute, University of South Carolina, Columbia, USA","institution_ids":["https://openalex.org/I283854653","https://openalex.org/I155781252"]},{"raw_affiliation_string":"UNIVERSITY OF SOUTH CAROLINA","institution_ids":["https://openalex.org/I155781252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023667301","display_name":"Manas Gaur","orcid":"https://orcid.org/0000-0002-5411-2230"},"institutions":[{"id":"https://openalex.org/I283854653","display_name":"Machine Intelligence Research Institute","ror":"https://ror.org/01h4ass90","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I283854653"]},{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manas Gaur","raw_affiliation_strings":["Artificial Intelligence Institute, University of South Carolina, Columbia, USA","UNIVERSITY OF SOUTH CAROLINA"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Institute, University of South Carolina, Columbia, USA","institution_ids":["https://openalex.org/I283854653","https://openalex.org/I155781252"]},{"raw_affiliation_string":"UNIVERSITY OF SOUTH CAROLINA","institution_ids":["https://openalex.org/I155781252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028772801","display_name":"Amit Sheth","orcid":null},"institutions":[{"id":"https://openalex.org/I283854653","display_name":"Machine Intelligence Research Institute","ror":"https://ror.org/01h4ass90","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I283854653"]},{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amit Sheth","raw_affiliation_strings":["Artificial Intelligence Institute, University of South Carolina, Columbia, USA","UNIVERSITY OF SOUTH CAROLINA"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Institute, University of South Carolina, Columbia, USA","institution_ids":["https://openalex.org/I283854653","https://openalex.org/I155781252"]},{"raw_affiliation_string":"UNIVERSITY OF SOUTH CAROLINA","institution_ids":["https://openalex.org/I155781252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031161187"],"corresponding_institution_ids":["https://openalex.org/I155781252","https://openalex.org/I283854653"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.6134,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.84467139,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/regret","display_name":"Regret","score":0.7825019955635071},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7425940036773682},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6961473822593689},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5107736587524414},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4799349904060364},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4672085642814636},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.45149701833724976},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4035918712615967},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35885584354400635},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34854400157928467},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11621171236038208}],"concepts":[{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.7825019955635071},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7425940036773682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6961473822593689},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5107736587524414},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4799349904060364},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4672085642814636},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.45149701833724976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4035918712615967},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35885584354400635},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34854400157928467},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11621171236038208},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-030-86486-6_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86486-6_3","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:arXiv.org:2106.13895","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2106.13895","pdf_url":"https://arxiv.org/pdf/2106.13895","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:scholarcommons.sc.edu:aii_fac_pub-1540","is_oa":true,"landing_page_url":"https://scholarcommons.sc.edu/aii_fac_pub/526","pdf_url":"https://scholarcommons.sc.edu/cgi/viewcontent.cgi?article=1540&context=aii_fac_pub","source":{"id":"https://openalex.org/S4306401386","display_name":"Scholar Commons (University of South Carolina)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I155781252","host_organization_name":"University of South Carolina","host_organization_lineage":["https://openalex.org/I155781252"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Publications","raw_type":"text"},{"id":"mag:3176298362","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2106.13895.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2106.13895","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2106.13895","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2106.13895","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2106.13895","pdf_url":"https://arxiv.org/pdf/2106.13895","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W277886906","https://openalex.org/W1944205345","https://openalex.org/W1986157381","https://openalex.org/W2009551863","https://openalex.org/W2012496484","https://openalex.org/W2033072307","https://openalex.org/W2039522160","https://openalex.org/W2077902449","https://openalex.org/W2108738385","https://openalex.org/W2119007372","https://openalex.org/W2119850747","https://openalex.org/W2125922627","https://openalex.org/W2139759436","https://openalex.org/W2144429462","https://openalex.org/W2159236064","https://openalex.org/W2270062199","https://openalex.org/W2293330754","https://openalex.org/W2776420560","https://openalex.org/W2835216631","https://openalex.org/W2996881947","https://openalex.org/W3103049776","https://openalex.org/W3132100018","https://openalex.org/W3175406619","https://openalex.org/W4234228486","https://openalex.org/W6600034462","https://openalex.org/W6600336842","https://openalex.org/W6637985907"],"related_works":["https://openalex.org/W3204564112","https://openalex.org/W2898490255","https://openalex.org/W2345121649","https://openalex.org/W2587892316","https://openalex.org/W2948740318","https://openalex.org/W3126821686","https://openalex.org/W3088861069","https://openalex.org/W2184949146","https://openalex.org/W2937608033","https://openalex.org/W2492745600","https://openalex.org/W2967300251","https://openalex.org/W3104326162","https://openalex.org/W3044893918","https://openalex.org/W2743003320","https://openalex.org/W2506242984","https://openalex.org/W3118515581","https://openalex.org/W2952955766","https://openalex.org/W2894793156","https://openalex.org/W3012642003","https://openalex.org/W2467185810"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}