{"id":"https://openalex.org/W4285413326","doi":"https://doi.org/10.5220/0011146500003283","title":"A Method for Road Accident Prevention in Smart Cities based on Deep Reinforcement Learning","display_name":"A Method for Road Accident Prevention in Smart Cities based on Deep Reinforcement Learning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285413326","doi":"https://doi.org/10.5220/0011146500003283"},"language":"en","primary_location":{"id":"doi:10.5220/0011146500003283","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011146500003283","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Security and Cryptography","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0011146500003283","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079874196","display_name":"Giuseppe Crincoli","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giuseppe Crincoli","raw_affiliation_strings":["Institute of Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103859315","display_name":"Fabiana Fierro","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128559","display_name":"Reply (Italy)","ror":"https://ror.org/03ma9mt41","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210128559"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabiana Fierro","raw_affiliation_strings":["Spike Reply, Milan, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Spike Reply, Milan, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210128559"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080298186","display_name":"Giacomo Iadarola","orcid":"https://orcid.org/0000-0001-7060-6233"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giacomo Iadarola","raw_affiliation_strings":["Institute of Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086874630","display_name":"Piera Elena La Rocca","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Piera Rocca","raw_affiliation_strings":["Institute of Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101546784","display_name":"Fabio Martinelli","orcid":"https://orcid.org/0000-0002-6721-9395"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Martinelli","raw_affiliation_strings":["Institute of Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023695406","display_name":"Francesco Mercaldo","orcid":"https://orcid.org/0000-0002-9425-1657"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Mercaldo","raw_affiliation_strings":["Institute of Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004599844","display_name":"Antonella Santone","orcid":"https://orcid.org/0000-0002-2634-4456"},"institutions":[{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonella Santone","raw_affiliation_strings":["University of Molise, Campobasso, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"University of Molise, Campobasso, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I129627893"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5079874196"],"corresponding_institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06721708,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"513","last_page":"518"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.8956000208854675,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.8956000208854675,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7909751534461975},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.638295590877533},{"id":"https://openalex.org/keywords/accident","display_name":"Accident (philosophy)","score":0.5429858565330505},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.445382297039032},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.391637921333313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3318319320678711},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2407500147819519},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.05701902508735657}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7909751534461975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.638295590877533},{"id":"https://openalex.org/C2780289543","wikidata":"https://www.wikidata.org/wiki/Q424630","display_name":"Accident (philosophy)","level":2,"score":0.5429858565330505},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.445382297039032},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.391637921333313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3318319320678711},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2407500147819519},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.05701902508735657},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0011146500003283","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011146500003283","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Security and Cryptography","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0011146500003283","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011146500003283","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Security and Cryptography","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4310083477","https://openalex.org/W2328553770","https://openalex.org/W2920061524","https://openalex.org/W1977959518","https://openalex.org/W2038908348","https://openalex.org/W2107890255","https://openalex.org/W2106552856","https://openalex.org/W2145821588","https://openalex.org/W2086122291","https://openalex.org/W1987513656"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}