{"id":"https://openalex.org/W2921130122","doi":"https://doi.org/10.1145/3301551.3301552","title":"Addressing the Task of Rocket Recycling with Deep Reinforcement Learning","display_name":"Addressing the Task of Rocket Recycling with Deep Reinforcement Learning","publication_year":2018,"publication_date":"2018-12-29","ids":{"openalex":"https://openalex.org/W2921130122","doi":"https://doi.org/10.1145/3301551.3301552","mag":"2921130122"},"language":"en","primary_location":{"id":"doi:10.1145/3301551.3301552","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3301551.3301552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Information Technology: IoT and Smart City","raw_type":"proceedings-article"},"type":"article","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/A5018357954","display_name":"Guangyin Jin","orcid":"https://orcid.org/0000-0002-9837-6836"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guangyin Jin","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, Hunan, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, Hunan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101842754","display_name":"Jincai Huang","orcid":"https://orcid.org/0000-0003-4515-1518"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jincai Huang","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, Hunan, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, Hunan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100731174","display_name":"Yanghe Feng","orcid":"https://orcid.org/0000-0002-1039-9735"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanghe Feng","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, Hunan, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, Hunan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101851407","display_name":"Guangquan Cheng","orcid":"https://orcid.org/0000-0002-3166-477X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangquan Cheng","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, Hunan, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, Hunan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102187780","display_name":"Zhong Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhong Liu","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, Hunan, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, Hunan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100341321","display_name":"Qi Wang","orcid":"https://orcid.org/0000-0002-7028-4956"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Wang","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, Hunan, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, Hunan, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5018357954"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.18992914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"284","last_page":"290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9926000237464905,"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":0.9926000237464905,"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/T12288","display_name":"Optimization and Search Problems","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9768999814987183,"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/task","display_name":"Task (project management)","score":0.7061498761177063},{"id":"https://openalex.org/keywords/rocket","display_name":"Rocket (weapon)","score":0.6813148260116577},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6652997136116028},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5139548182487488},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.41590604186058044},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36329805850982666},{"id":"https://openalex.org/keywords/aeronautics","display_name":"Aeronautics","score":0.35737282037734985},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2562512159347534},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.13143426179885864}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7061498761177063},{"id":"https://openalex.org/C187878255","wikidata":"https://www.wikidata.org/wiki/Q2037215","display_name":"Rocket (weapon)","level":2,"score":0.6813148260116577},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6652997136116028},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5139548182487488},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.41590604186058044},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36329805850982666},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.35737282037734985},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2562512159347534},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.13143426179885864},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3301551.3301552","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3301551.3301552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Information Technology: IoT and Smart City","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1757796397","https://openalex.org/W1796544916","https://openalex.org/W2089434629","https://openalex.org/W2155968351","https://openalex.org/W2173248099","https://openalex.org/W2173564293","https://openalex.org/W2187154030","https://openalex.org/W2230869072","https://openalex.org/W2260756217","https://openalex.org/W2726187156","https://openalex.org/W2746553466","https://openalex.org/W2761873684","https://openalex.org/W2762883034","https://openalex.org/W2789901618","https://openalex.org/W2951799221","https://openalex.org/W2964043796","https://openalex.org/W4241364471","https://openalex.org/W6637967152","https://openalex.org/W6696783566","https://openalex.org/W6741002519"],"related_works":["https://openalex.org/W4210912933","https://openalex.org/W1562959674","https://openalex.org/W2923653485","https://openalex.org/W2957776456","https://openalex.org/W4224287422","https://openalex.org/W2952472710","https://openalex.org/W4255994452","https://openalex.org/W4206669594","https://openalex.org/W3005560120","https://openalex.org/W2047937115"],"abstract_inverted_index":{"Reinforcement":[0],"learning":[1,30,88,116,156],"is":[2,44,49],"a":[3,50,84],"promising":[4],"paradigm":[5],"in":[6,59,67,101,142],"addressing":[7],"complex":[8],"sequential":[9],"decision-making":[10],"problems,":[11],"which":[12],"has":[13],"attracted":[14],"increasing":[15],"attention":[16],"from":[17],"various":[18],"domains.":[19],"In":[20,147],"this":[21],"paper,":[22],"we":[23,78,105,119,150],"investigated":[24],"the":[25,34,40,57,65,71,75,92,97,102,122,128,137,144,148,160],"plausibility":[26],"of":[27,36,73,86,99,139,162],"employing":[28],"reinforcement":[29,87,115,140,155],"algorithms":[31,89,110,123,135],"to":[32,90,158],"address":[33],"task":[35],"rocket":[37,76,163],"recycling":[38,47,60,80,93,145],"on":[39,96],"offshore":[41],"platform.":[42],"It":[43],"widely":[45],"acknowledged":[46],"rockets":[48],"tough":[51],"but":[52],"significant":[53],"control":[54],"problem,":[55],"and":[56,82,108,124,127,133],"promotion":[58],"probability":[61],"would":[62,151],"directly":[63],"reduce":[64],"expense":[66],"aerospace":[68],"engineering.":[69],"Considering":[70],"complexity":[72],"controlling":[74],"dynamically,":[77],"formulated":[79],"problem":[81],"applied":[83],"series":[85],"optimize":[91],"process.":[94],"Based":[95],"result":[98],"experiments":[100],"simulated":[103],"environment,":[104],"found":[106],"DDPO":[107,132],"A3C":[109,134],"outperformed":[111],"other":[112],"commonly":[113],"used":[114],"algorithms.":[117],"Besides,":[118],"respectively":[120],"analyzed":[121],"corresponding":[125],"results":[126],"superior":[129],"performance":[130,161],"with":[131],"demonstrated":[136],"effectiveness":[138],"algorithm":[141,157],"solving":[143],"problem.":[146],"future,":[149],"design":[152],"novel":[153],"deep":[154],"improve":[159],"recycling.":[164]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
