{"id":"https://openalex.org/W3080598349","doi":"https://doi.org/10.1007/978-3-030-57628-8_1","title":"Deep Reinforcement Learning with Temporal Logics","display_name":"Deep Reinforcement Learning with Temporal Logics","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3080598349","doi":"https://doi.org/10.1007/978-3-030-57628-8_1","mag":"3080598349"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-57628-8_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-57628-8_1","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":"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/A5085342880","display_name":"Mohammadhosein Hasanbeig","orcid":null},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mohammadhosein Hasanbeig","raw_affiliation_strings":["Department of Computer Science, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086206346","display_name":"Daniel Kroening","orcid":"https://orcid.org/0000-0002-6681-5283"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel Kroening","raw_affiliation_strings":["Department of Computer Science, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091718585","display_name":"Alessandro Abate","orcid":"https://orcid.org/0000-0002-5627-9093"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alessandro Abate","raw_affiliation_strings":["Department of Computer Science, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085342880"],"corresponding_institution_ids":["https://openalex.org/I40120149"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":16.8802,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.99436166,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9991999864578247,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9854000210762024,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.85207200050354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8181838989257812},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.7498802542686462},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5993241667747498},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.5905283093452454},{"id":"https://openalex.org/keywords/temporal-logic","display_name":"Temporal logic","score":0.5688424706459045},{"id":"https://openalex.org/keywords/learning-automata","display_name":"Learning automata","score":0.4870610535144806},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4317917227745056},{"id":"https://openalex.org/keywords/linear-temporal-logic","display_name":"Linear temporal logic","score":0.42955905199050903},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.355584979057312},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3322243094444275},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.20808258652687073}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.85207200050354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8181838989257812},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.7498802542686462},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5993241667747498},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.5905283093452454},{"id":"https://openalex.org/C25016198","wikidata":"https://www.wikidata.org/wiki/Q781833","display_name":"Temporal logic","level":2,"score":0.5688424706459045},{"id":"https://openalex.org/C2776807809","wikidata":"https://www.wikidata.org/wiki/Q6510160","display_name":"Learning automata","level":3,"score":0.4870610535144806},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4317917227745056},{"id":"https://openalex.org/C4777664","wikidata":"https://www.wikidata.org/wiki/Q1536492","display_name":"Linear temporal logic","level":2,"score":0.42955905199050903},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.355584979057312},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3322243094444275},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.20808258652687073}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-57628-8_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-57628-8_1","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W1498432697","https://openalex.org/W1529558080","https://openalex.org/W1556387789","https://openalex.org/W1557517019","https://openalex.org/W1585861384","https://openalex.org/W1757796397","https://openalex.org/W1983264093","https://openalex.org/W1993112505","https://openalex.org/W2023808162","https://openalex.org/W2050151907","https://openalex.org/W2055647224","https://openalex.org/W2078151802","https://openalex.org/W2086277408","https://openalex.org/W2099089255","https://openalex.org/W2111093520","https://openalex.org/W2111967991","https://openalex.org/W2121863487","https://openalex.org/W2165150801","https://openalex.org/W2173248099","https://openalex.org/W2222789563","https://openalex.org/W2335959470","https://openalex.org/W2442341664","https://openalex.org/W2487186542","https://openalex.org/W2489939061","https://openalex.org/W2521432080","https://openalex.org/W2553882142","https://openalex.org/W2787908307","https://openalex.org/W2808386811","https://openalex.org/W2895196950","https://openalex.org/W2912757393","https://openalex.org/W2920215304","https://openalex.org/W2950176007","https://openalex.org/W2953302092","https://openalex.org/W2962903333","https://openalex.org/W2962941388","https://openalex.org/W2963190533","https://openalex.org/W2963778636","https://openalex.org/W2963830168","https://openalex.org/W2964514675","https://openalex.org/W2966362327","https://openalex.org/W2999973955","https://openalex.org/W3011250830","https://openalex.org/W3026873144","https://openalex.org/W3037187477","https://openalex.org/W3037396281","https://openalex.org/W3090827750","https://openalex.org/W3091969306","https://openalex.org/W3104303413","https://openalex.org/W3108299598","https://openalex.org/W3121275971","https://openalex.org/W3128678973","https://openalex.org/W3159199672","https://openalex.org/W4214717370","https://openalex.org/W4307347247","https://openalex.org/W4312313389","https://openalex.org/W6603932791","https://openalex.org/W6631189298","https://openalex.org/W6729404389","https://openalex.org/W6831342345"],"related_works":["https://openalex.org/W2124110813","https://openalex.org/W2288872327","https://openalex.org/W3021103820","https://openalex.org/W2763487042","https://openalex.org/W2521108391","https://openalex.org/W2031188261","https://openalex.org/W4232446061","https://openalex.org/W4285022830","https://openalex.org/W2020883449","https://openalex.org/W2077520193"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
