{"id":"https://openalex.org/W31493863","doi":null,"title":"Policies Generalization in Reinforcement Learning using Galois Partitions Lattices","display_name":"Policies Generalization in Reinforcement Learning using Galois Partitions Lattices","publication_year":2007,"publication_date":"2007-10-24","ids":{"openalex":"https://openalex.org/W31493863","mag":"31493863"},"language":"en","primary_location":{"id":"pmh:oai:HAL:lirmm-00187164v1","doi":null,"is_oa":true,"landing_page_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-00187164","pdf_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-00187164v1/file/Ricordeau.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-331/Ricordeau.pdf","raw_type":"info:eu-repo/semantics/conferenceObject"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-00187164v1/file/Ricordeau.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042267828","display_name":"Marc Ricordeau","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc Ricordeau","raw_affiliation_strings":["Laboratoire d'Informatique de Robotique et de Micro\u00e9lectronique de Montpellier"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d'Informatique de Robotique et de Micro\u00e9lectronique de Montpellier","institution_ids":["https://openalex.org/I4210101743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030299986","display_name":"Michel Liqui\u00e8re","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michel Liqui\u00e8re","raw_affiliation_strings":["Agents, Apprentissage, Contraintes"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agents, Apprentissage, Contraintes","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.00423683,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"CEUR Workshop Proceedings","issue":"331","first_page":"286","last_page":"297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9961000084877014,"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"}},"topics":[{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9961000084877014,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/policy-generalization","display_name":"policy generalization","score":0.9850000143051147},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"reinforcement learning","score":0.9229999780654907},{"id":"https://openalex.org/keywords/concept-lattices","display_name":"concept lattices","score":0.9810000061988831},{"id":"https://openalex.org/keywords/linguistic-bias","display_name":"language bias","score":0.8510000109672546},{"id":"https://openalex.org/keywords/state-partitioning","display_name":"state partitioning","score":0.8040000200271606},{"id":"https://openalex.org/keywords/bottom-up-algorithm","display_name":"bottom-up algorithm","score":0.7680000066757202},{"id":"https://openalex.org/keywords/algebraic-framework","display_name":"algebraic framework","score":0.6740000247955322}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.8227769136428833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6987836956977844},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6405754685401917},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5494670867919922},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4840885400772095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4642636775970459},{"id":"https://openalex.org/C9376300","wikidata":"https://www.wikidata.org/wiki/Q168817","display_name":"Algebraic number","level":2,"score":0.4618116617202759},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4489275813102722},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.435454398393631},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.43484610319137573},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3493250608444214},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1832570731639862},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16022703051567078},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:HAL:lirmm-00187164v1","doi":null,"is_oa":true,"landing_page_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-00187164","pdf_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-00187164v1/file/Ricordeau.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-331/Ricordeau.pdf","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.142.6909","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.142.6909","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-331/Ricordeau.pdf","raw_type":"text"},{"id":"mag:31493863","doi":null,"is_oa":false,"landing_page_url":"http://ceur-ws.org/Vol-331/Ricordeau.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306417995","display_name":"Concept Lattices and their Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Concept Lattices and their Applications","raw_type":null}],"best_oa_location":{"id":"pmh:oai:HAL:lirmm-00187164v1","doi":null,"is_oa":true,"landing_page_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-00187164","pdf_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-00187164v1/file/Ricordeau.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-331/Ricordeau.pdf","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W31493863.pdf","grobid_xml":"https://content.openalex.org/works/W31493863.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W79394677","https://openalex.org/W1503729935","https://openalex.org/W1583380718","https://openalex.org/W1730555343","https://openalex.org/W1754881896","https://openalex.org/W1874959578","https://openalex.org/W2058735307","https://openalex.org/W2109910161","https://openalex.org/W2121517924","https://openalex.org/W2121863487","https://openalex.org/W2122027938","https://openalex.org/W2166610875","https://openalex.org/W2911283634","https://openalex.org/W3020831056"],"related_works":["https://openalex.org/W2025228809","https://openalex.org/W2777017829","https://openalex.org/W4392271996","https://openalex.org/W2912143631","https://openalex.org/W1537116105","https://openalex.org/W3157356214","https://openalex.org/W956416672","https://openalex.org/W2122027938","https://openalex.org/W4385438429","https://openalex.org/W7161398820"],"abstract_inverted_index":{"Abstract.":[0],"The":[1],"generalization":[2,94],"of":[3,18,29,74,82,95,101,121],"policies":[4,96],"in":[5,44,51,60],"reinforcement":[6],"learning":[7],"is":[8,35],"a":[9,27,36,57,88,98,106,111,128],"main":[10],"issue,":[11],"both":[12],"from":[13,26],"the":[14,72,79,93,102],"theoretical":[15],"model":[16],"point":[17],"view":[19],"and":[20,104,126],"for":[21,33],"their":[22],"applicability.":[23],"However,":[24],"generalizing":[25],"set":[28,99],"examples":[30],"or":[31],"searching":[32],"regularities":[34],"problem":[37],"which":[38,52],"has":[39],"already":[40],"been":[41],"intensively":[42],"studied":[43],"machine":[45],"learning.":[46],"Our":[47],"work":[48],"uses":[49],"techniques":[50],"generalizations":[53,67],"are":[54,68],"constrained":[55],"by":[56,124],"language":[58,107],"bias,":[59],"order":[61],"to":[62],"regroup":[63],"similar":[64,83],"states.":[65],"Such":[66],"principally":[69],"based":[70],"on":[71],"properties":[73],"concept":[75],"lattices.":[76],"To":[77],"guide":[78],"possible":[80],"groupings":[81],"environment\u2019s":[84],"states,":[85],"we":[86],"propose":[87],"general":[89],"algebraic":[90],"framework,":[91],"considering":[92],"through":[97],"partition":[100],"states":[103],"using":[105],"bias":[108],"as":[109,118],"an":[110,116,119],"priori":[112],"knowledge.":[113],"We":[114],"give":[115],"application":[117],"example":[120],"our":[122],"approach":[123],"proposing":[125],"experimenting":[127],"bottom-up":[129],"algorithm.":[130],"1":[131]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2026-10-25T09:29:13.331239","created_date":"2016-06-24T00:00:00"}