{"id":"https://openalex.org/W2991442708","doi":"https://doi.org/10.1007/978-3-030-33642-4_11","title":"D3MC: A Reinforcement Learning Based Data-Driven Dyna Model Compression","display_name":"D3MC: A Reinforcement Learning Based Data-Driven Dyna Model Compression","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2991442708","doi":"https://doi.org/10.1007/978-3-030-33642-4_11","mag":"2991442708"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-33642-4_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-33642-4_11","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/A5101061523","display_name":"Jiahui Guan","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jiahui Guan","raw_affiliation_strings":["GE Healthcare, San Ramon, CA, USA"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, San Ramon, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021023007","display_name":"Ravi Soni","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ravi Soni","raw_affiliation_strings":["GE Healthcare, San Ramon, CA, USA"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, San Ramon, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024063972","display_name":"Dibyajyoti Pati","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dibyajyoti Pati","raw_affiliation_strings":["GE Healthcare, San Ramon, CA, USA"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, San Ramon, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020175648","display_name":"Gopal Avinash","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gopal Avinash","raw_affiliation_strings":["GE Healthcare, San Ramon, CA, USA"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, San Ramon, CA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024299069","display_name":"V. Ratna Saripalli","orcid":"https://orcid.org/0000-0001-8569-4846"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V. Ratna Saripalli","raw_affiliation_strings":["GE Healthcare, San Ramon, CA, USA"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, San Ramon, CA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101061523"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23843023,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.996999979019165,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.996999979019165,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.8597466945648193},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7976410388946533},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.5199745893478394},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.43310436606407166},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41421443223953247},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.055214107036590576}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8597466945648193},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7976410388946533},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.5199745893478394},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.43310436606407166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41421443223953247},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.055214107036590576},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-33642-4_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-33642-4_11","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":14,"referenced_works":["https://openalex.org/W1589459581","https://openalex.org/W2119717200","https://openalex.org/W2123469553","https://openalex.org/W2300242332","https://openalex.org/W2611650229","https://openalex.org/W2756350131","https://openalex.org/W2794825826","https://openalex.org/W2886851211","https://openalex.org/W2950517718","https://openalex.org/W3101156210","https://openalex.org/W3102785203","https://openalex.org/W3118608800","https://openalex.org/W6603932791","https://openalex.org/W6815608828"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4306904969","https://openalex.org/W2358668433","https://openalex.org/W2138720691","https://openalex.org/W2376932109","https://openalex.org/W4362501864","https://openalex.org/W2001405890","https://openalex.org/W2612632602","https://openalex.org/W2321805087"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}