{"id":"https://openalex.org/W49990456","doi":"https://doi.org/10.3233/978-1-58603-891-5-909","title":"Reinforcement Learning and Reactive Search: an adaptive MAX-SAT solver","display_name":"Reinforcement Learning and Reactive Search: an adaptive MAX-SAT solver","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W49990456","doi":"https://doi.org/10.3233/978-1-58603-891-5-909","mag":"49990456"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-58603-891-5-909","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-58603-891-5-909","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","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/A5061026406","display_name":"Roberto Battiti","orcid":"https://orcid.org/0000-0002-0259-8603"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Battiti Roberto","raw_affiliation_strings":["Dipartimento di Ingegneria e Scienza dell'Informazione, University of Trento, Italy, email: battiti@disi.unitn.it#TAB#"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria e Scienza dell'Informazione, University of Trento, Italy, email: battiti@disi.unitn.it#TAB#","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031667150","display_name":"Paolo Campigotto","orcid":"https://orcid.org/0000-0002-0432-100X"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Campigotto Paolo","raw_affiliation_strings":["Dipartimento di Ingegneria e Scienza dell'Informazione, University of Trento, Italy, email: campigotto@disi.unitn.it#TAB#"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria e Scienza dell'Informazione, University of Trento, Italy, email: campigotto@disi.unitn.it#TAB#","institution_ids":["https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061026406"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":0.5326,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.60975822,"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":"909","last_page":"910"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9923999905586243,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9923999905586243,"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":0.9847000241279602,"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/T11182","display_name":"Auction Theory and Applications","score":0.9825000166893005,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8672817349433899},{"id":"https://openalex.org/keywords/tabu-search","display_name":"Tabu search","score":0.6863685846328735},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.6634206771850586},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.6280077695846558},{"id":"https://openalex.org/keywords/boolean-satisfiability-problem","display_name":"Boolean satisfiability problem","score":0.6241633296012878},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.608769416809082},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4730735719203949},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4389585256576538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43156057596206665},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.4200814366340637},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.346718430519104},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24488922953605652},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08252125978469849}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8672817349433899},{"id":"https://openalex.org/C123370116","wikidata":"https://www.wikidata.org/wiki/Q1424540","display_name":"Tabu search","level":2,"score":0.6863685846328735},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.6634206771850586},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.6280077695846558},{"id":"https://openalex.org/C6943359","wikidata":"https://www.wikidata.org/wiki/Q875276","display_name":"Boolean satisfiability problem","level":2,"score":0.6241633296012878},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.608769416809082},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4730735719203949},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4389585256576538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43156057596206665},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.4200814366340637},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.346718430519104},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24488922953605652},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08252125978469849},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-58603-891-5-909","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-58603-891-5-909","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"mag:49990456","is_oa":false,"landing_page_url":"http://dblp.uni-trier.de/db/conf/ecai/ecai2008.html#BattitiC08","pdf_url":null,"source":{"id":"https://openalex.org/S4306418308","display_name":"European Conference on Artificial Intelligence","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"European Conference on Artificial Intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W4983232","https://openalex.org/W1519526968","https://openalex.org/W1591691971","https://openalex.org/W1667344301","https://openalex.org/W1977287297","https://openalex.org/W2186289433","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4386614288","https://openalex.org/W1533229056","https://openalex.org/W2519041592","https://openalex.org/W1979763505","https://openalex.org/W1555693598","https://openalex.org/W2726888863","https://openalex.org/W1513193674","https://openalex.org/W1987268646","https://openalex.org/W2062525218","https://openalex.org/W1525479213"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"Reinforcement":[3],"Learning":[4],"(RL)":[5],"applied":[6],"to":[7,50],"online":[8,48],"parameter":[9],"tuning":[10],"in":[11,26,39,45],"Stochastic":[12],"Local":[13],"Search":[14,30],"(SLS)":[15],"methods.":[16],"In":[17],"particular,":[18],"a":[19,46,54],"novel":[20],"application":[21],"of":[22,37,53,57],"RL":[23],"is":[24,43],"proposed":[25],"the":[27,34,51,58],"Reactive":[28],"Tabu":[29],"(RTS)":[31],"scheme,":[32],"where":[33],"appropriate":[35],"amount":[36],"diversification":[38],"prohibition-based":[40],"local":[41,59],"search":[42],"adapted":[44],"fast":[47],"manner":[49],"characteristics":[52],"task":[55],"and":[56,83],"configuration.":[60],"The":[61],"experimental":[62],"tests":[63],"demonstrate":[64],"promising":[65],"results":[66],"on":[67],"Maximum":[68],"Satisfiability":[69],"(MAX-SAT)":[70],"instances":[71],"when":[72],"compared":[73],"with":[74],"state-of-the-art":[75],"SLS":[76],"SAT":[77],"solvers,":[78],"such":[79],"us":[80],"AdaptNovelty,":[81],"rSAPS":[82],"gNovelty.":[84]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
