{“id”:“https://openalex.org/W4386794886“,”doi“:”https://doi.org/10.48550/arxiv.2309.07675“,”title“:”通过基于集合的可达性分析进行分层强化学习中的目标空间抽象“,”display_name“:”基于集合的可可达性分析的分层强化学习的目标空间提取“,”publication_year“:2023,”publitation_date“:”2023-01-01“,”ids“:{”openalex“:”https://openalex.org/W4386794886“,”doi“:”https://doi.org/10.44850/arxiv.239.07675“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2309.07675“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],“type”:“repository”},“license”:“cc-by-nc-nd”,“licence_id”:“https://openalex.org/licenses/cc-by-nc-nd“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},”type“:”preprint“,”type_crossref“:“posted-content”,”indexed_in“:[”arxiv“,”datacite“],”open_access“:{”is_oa“:true,”oa_status“:”green“,”oa_url“:”https://arxiv.org/abs/2309.07675“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5081747756“,”display_name“:”Mehdi Zadem“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”Zadem,Mehdi“,”raw _affiliation_strings“:],”affiliations“:【】},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5023894417“,”display_name“:”Sergio Mover“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”Mover,Sergio“,”raw _affiliation_strings“:],”affiliations“:【】},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5046094611“,”display_name“:”Sao Mai Nguyen“,”orcid“:”https://orcid.org/0000-0003-0929-0019“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”阮,圣美“,”raw _ afiliation_strings“:[],“附属机构”:[]}],“countries _ distinct_count”:0,“institutions _ disting_count“:0,”corresponding_author_ids“:[',”correcponding_institution_ids空,“has_fulltext”:假,“cited_by_count“:0,”cited_by_percentile_year“:{”min“:0”,“max”:77},“biblio”:{“volume”:null,“issue”:nul,“first_page”:null,“last_page”:null},”is_retracted“:false,”is_paratext“:false,”primary_topic“:”{“id”:“https://openalex.org/T10462“,”display_name“:”强化学习算法“,”score“:0.9962,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T10462“,”display_name“:”强化学习算法“,”score“:0.9962,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T10656“,”display_name“:”儿童心理理论发展“,”score“:0.9444,”subfield“:{”id“:”https://openalex.org/subfields/3204“,”display_name“:”发展与教育心理学“},”field“:{”id“:”https://openalex.org/fields/32“,”display_name“:”心理学“},”域“:{”id“:”https://openalex.org/domains/2“,”“display_name”:“社会科学”}},{”id“:”https://openalex.org/T1975“,”“display_name”:“遗传编程在机器学习中的应用”,“score”:0.9437,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/reinforcement-learning网站“,”display_name“:”强化学习“,”score“:0.566707},{”id“:”https://openalex.org/keywords/symbolic-regression网站“,”display_name“:”符号回归“,”score“:0.508522}],”concepts“:[{”id“:”https://openalex.org/C97541855,“wikidata”:https://www.wikidata.org/wiki/Q830687“,”display_name“:”强化学习“,”level“:2,”score“:0.7698419},{”id“:”https://openalex.org/C136643341,“wikidata”:https://www.wikidata.org/wiki/Q1361526“,”display_name“:”可达性“,”级别“:2,”分数“:0.7351645},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.7263877},{”id“:”https://openalex.org/C2776359362,“wikidata”:https://www.wikidata.org/wiki/Q2145286“,”display_name“:”Representation(politics)“,”level“:3,”score“:0.68293893},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.60940814},{”id“:”https://openalex.org/C124304363,“wikidata”:https://www.wikidata.org/wiki/Q673661“,”display_name“:”抽象“,”level“:2,”score“:0.52837086},{”id“:”https://openalex.org/C59404180,“wikidata”:https://www.wikidata.org/wiki/Q17013334“,”display_name“:”功能学习“,”level“:2,”score“:0.50855625},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.49596438},{”id“:”https://openalex.org/C177264268,“wikidata”:https://www.wikidata.org/wiki/Q1514741“,”display_name“:”Set(abstract data type)“,”level“:2,”score“:0.4931223},{”id“:”https://openalex.org/C25343380,“wikidata”:https://www.wikidata.org/wiki/Q277521“,”display_name“:”关系(数据库)“,”级别“:2,”分数“:0.47438055},{”id“:”https://openalex.org/C2780451532,“wikidata”:https://www.wikidata.org/wiki/Q759676“,”display_name“:”Task(project management)“,”level“:2,”score“:0.46030003},{”id“:”https://openalex.org/C80444323,“wikidata”:https://www.wikidata.org/wiki/Q2878974“,”display_name“:”理论计算机科学“,”level“:1,”score“:0.44592324},{”id“:”https://openalex.org/C161301231,“wikidata”:https://www.wikidata.org/wiki/Q3478658“,”display_name“:”知识表示与推理“,”level“:2,”score“:0.43320483},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.17740887},{”id“:”https://openalex.org/C199360897,“wikidata”:https://www.wikidata.org/wiki/Q9143“,”display_name“:”编程语言“,”level“:1,”score“:0.10764685},{”id“:”https://openalex.org/C138885662,“wikidata”:https://www.wikidata.org/wiki/Q5891“,”display_name“:”哲学“,”等级“:0,”分数“:0.0},{”id“:”https://openalex.org/C187736073,“wikidata”:https://www.wikidata.org/wiki/Q2920921“,”display_name“:”管理“,”级别“:1,”分数“:0.0},{”id“:”https://openalex.org/C111472728,“wikidata”:https://www.wikidata.org/wiki/Q9471“,”display_name“:”认识论“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C94625758,“wikidata”:https://www.wikidata.org/wiki/Q7163“,”display_name“:”政治“,”级别“:2,”分数“:0.0},{”id“:”https://openalex.org/C17744445,“wikidata”:https://www.wikidata.org/wiki/Q36442“,”display_name“:”政治学“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C199539241,“wikidata”:https://www.wikidata.org/wiki/Q7748“,”display_name“:”Law“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C162324750,“wikidata”:https://www.wikidata.org/wiki/Q8134“,”display_name“:”Economics“,”level“:0,”score“:0.0}],”mesh“:[],”locations_count“:2,”location“:[{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2309.07675“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],“type”:“repository”},“license”:“cc-by-nc-nd”,“licence_id”:“https://openalex.org/licenses/cc-by-nc-nd“,”版本“:”提交版本“,”is_accepted“:false,”is_published“:false},{”is_oa“:false,”landing_page_url“:”https://api.datacite.org/dois/10.448550/arxiv.239.07675“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4393179698“,”display_name“:”DataCite API“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_in_doaj“:false,”host_organization“:”https://openalex.org/I4210145204“,”“host_organization_name”:“DataCite”,“host_organization_lineage”:[“https://openalex.org/I4210145204“],”host_organization_lineage_names“:[”DataCite“],“type”:“metadata”},“license”:null,“licence_id”:null,“version”:null}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/2309.07675“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],“type”:“repository”},“license”:“cc-by-nc-nd”,“licence_id”:“https://openalex.org/licenses/cc-by-nc-nd“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},”sustainable_development_goals“:[],”grants“:[],”datasets“:],”versions“:[https://openalex.org/W4321471459","https://openalex.org/W2889071233","https://openalex.org/W2380814829","https://openalex.org/W2156446763","https://openalex.org/W2150194458","https://openalex.org/W2143461633","https://openalex.org/W2136512912","https://openalex.org/W2127267268","https://openalex.org/W2067910792","https://openalex.org/W1995797287“],”ngrams_url“:”https://api.openalex.org/works/W4386794886/ngrams网站“,”abstract_inverted_index“:{”Open-ended“:[0],”learning“:[1],”benefits“:[2],”imgressy“:[3],”from“:[4],”the“:[5,26,65,97109127137149],”use“:[6],”of“:[7,89132],”symbol“:[8,35,53119],”methods“:[9],”for“:[10,20,76122],”goal“:[11,45,54,77110138],”representation“:[12,55,82111151],“as”:[13,40,64],“they”:[14,41],“offer”:[15],“ways”:[16],“作为”to“:[17125135],”structure“:[18],”knowledge“:[19],”efficient“:[21159],“and”:[2211134155],”transferable“:[23],”learning。“:[24160],”“然而,”:[25],“现有”:[27],“分层”:[28],“强化”:[29],“学习”:[30],“(HRL)”:[31],“方法”:[32],“依赖”:[33],“on”:[34144],“推理”:[36],“是”:[37],“经常”:[38],“有限”:[39],“需要”:[42],“a”:[43,52,73101113],“手册”:[44],“代表。“:[46139],”The“:[47116],”challenge“:[48],”in“:[49,96157],”autonomyly“:[50],”discoverying“:[51],”is“:[56152],”that“:[57,83,92105],”it“:[58],”must“:[59],”preserve“:[60],”critical“:A/61/,”information“:[62],”such“:[63],”environment“:[66,90],”dynamics“。“:[67],”In“:[68],”this“:[69],”paper“:[70],”we“:[71],”提议“:[72],”development“:[74],”mechanism“:[75],”discovery“:[78],”via“:[79],”an“:[80],”emergent“:[81],”abstracts“:[84],”(即“:[85],”groups“:[86],”together“::[87],”set“:[88131],”states“:[91133],”有“:[93],”相似“:[94],”角色“:[95],”任务。“:[98],“我们”:[99140],“引入”:[100],“封建”:[102],“HRL”:[103],“算法”:[104117],“并发”:[106],“学习”:[107],“两者”:[108],“等级”:[114],“策略”。“:[115],“使用”:[118],“可达性”:[120],“分析”:[121],“神经”:[123],“网络”:[124],“近似”:[126],“过渡”:[128],“关系”:[129],“中间”:[130],“细化”:[136],“评估”:[141],“我们的”:[142],“方法”:[143],“复杂”:[145],“导航”:[146],“任务”:[147],“显示”:[148],“学习的”:[150],“可解释”:[153],“可以转让”:[154],“results“:[156],”data“:[158]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W4386794886“,”counts_by_year“:[],”updated_date“:”2024-06-21T18:51:53.084446“,”created_date:“2023-09-16”}“