{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T10:08:26Z","timestamp":1760609306999,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":12,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,6,19]],"date-time":"2020-06-19T00:00:00Z","timestamp":1592524800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"nature and science foundation of China","award":["61471029"],"award-info":[{"award-number":["61471029"]}]},{"name":"National Science and Technology Major Project","award":["2013ZX03006002"],"award-info":[{"award-number":["2013ZX03006002"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,6,19]]},"DOI":"10.1145\/3408127.3408173","type":"proceedings-article","created":{"date-parts":[[2020,9,11]],"date-time":"2020-09-11T03:31:13Z","timestamp":1599795073000},"page":"268-273","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["A Deep Reinforcement Learning based Network Management System in Smart Identifier Network"],"prefix":"10.1145","author":[{"given":"Shihua","family":"Chen","sequence":"first","affiliation":[{"name":"Beijing Jiaotong University, Beijing P. R. China"}]},{"given":"Jia","family":"Chen","sequence":"additional","affiliation":[{"name":"Beijing Jiaotong University, Beijing P. R. China"}]},{"given":"Jing","family":"Chen","sequence":"additional","affiliation":[{"name":"Beijing Jiaotong University, Beijing P. R. China"}]}],"member":"320","published-online":{"date-parts":[[2020,9,10]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2016.7474343"},{"key":"#cr-split#-e_1_3_2_1_2_1.1","unstructured":"H. Zhang H. Luo. 2013. \"Basic research on Intelligent Collaborative Network System \" ACTA ELECTRONICA SINICA Vol.41 No.7 Jul. 2013: 1249--1254. DOI= http:\/\/doi.org\/10.3969\/j.issn.0372-2112.2013.07.001 10.3969\/j.issn.0372-2112.2013.07.001"},{"key":"#cr-split#-e_1_3_2_1_2_1.2","unstructured":"H. Zhang H. Luo. 2013. \"Basic research on Intelligent Collaborative Network System \" ACTA ELECTRONICA SINICA Vol.41 No.7 Jul. 2013: 1249--1254. DOI= http:\/\/doi.org\/10.3969\/j.issn.0372-2112.2013.07.001"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.5555\/551283"},{"key":"e_1_3_2_1_4_1","first-page":"2279","volume-title":"Machine Learning","author":"Watkins C J C H","year":"1992","unstructured":"Watkins C J C H , Dayan P. 1992 . Q-learning [J] . Machine Learning , 1992, 8(3-4):279-292. DOI= http:\/\/doi.org\/10.1007\/978-1-4613- 2279 - 2275 10.1007\/978-1-4613-2279-5 Watkins C J C H, Dayan P. 1992. Q-learning [J]. Machine Learning, 1992, 8(3-4):279-292. DOI= http:\/\/doi.org\/10.1007\/978-1-4613-2279-5"},{"key":"e_1_3_2_1_5_1","volume-title":"Nature","author":"Lecun Y","year":"2015","unstructured":"Lecun Y , Bengio Y , Hinton G. 2015 . Deep learning. [J] . Nature , 2015, 521(7553):436. DOI= http:\/\/doi.org\/10.1038\/nature14539 10.1038\/nature14539 Lecun Y, Bengio Y, Hinton G. 2015. Deep learning. [J]. Nature, 2015, 521(7553):436. DOI= http:\/\/doi.org\/10.1038\/nature14539"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2019.1800386"},{"key":"e_1_3_2_1_7_1","volume-title":"IEEE","author":"Van Le D","year":"2018","unstructured":"Van Le D , Tham C K . 2018 . A deep reinforcement learning based offloading scheme in ad-hoc mobile clouds[C]\/\/IEEE INFOCOM 2018-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) . IEEE , 2018: 760--765. DOI= http:\/\/doi.org\/10.1109\/INFCOMW.2018.8406881 10.1109\/INFCOMW.2018.8406881 Van Le D, Tham C K. 2018. A deep reinforcement learning based offloading scheme in ad-hoc mobile clouds[C]\/\/IEEE INFOCOM 2018-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE, 2018: 760--765. DOI= http:\/\/doi.org\/10.1109\/INFCOMW.2018.8406881"},{"key":"e_1_3_2_1_8_1","first-page":"1","article-title":"2019. Deep Reinforcement Learning-Based Offloading Decision Optimization in Mobile Edge Computing[C]\/\/2019 IEEE Wireless Communications and Networking Conference (WCNC)","volume":"2019","author":"Zhang H","unstructured":"Zhang H , Wu W , Wang C , 2019. Deep Reinforcement Learning-Based Offloading Decision Optimization in Mobile Edge Computing[C]\/\/2019 IEEE Wireless Communications and Networking Conference (WCNC) . IEEE , 2019 : 1 -- 7 . DOI= http:\/\/doi.org\/10.1109\/WCNC.2019.8886332 10.1109\/WCNC.2019.8886332 Zhang H, Wu W, Wang C, et al. 2019. Deep Reinforcement Learning-Based Offloading Decision Optimization in Mobile Edge Computing[C]\/\/2019 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 2019: 1--7. DOI= http:\/\/doi.org\/10.1109\/WCNC.2019.8886332","journal-title":"IEEE"},{"key":"e_1_3_2_1_9_1","first-page":"1","article-title":"2018. Deep reinforcement learning based computation offloading and resource allocation for MEC[C]\/\/2018 IEEE Wireless Communications and Networking Conference (WCNC)","volume":"2018","author":"Li J","unstructured":"Li J , Gao H , Lv T , 2018. Deep reinforcement learning based computation offloading and resource allocation for MEC[C]\/\/2018 IEEE Wireless Communications and Networking Conference (WCNC) . IEEE , 2018 : 1 -- 6 . DOI= http:\/\/doi.org\/10.1109\/WCNC.2018.8377343 10.1109\/WCNC.2018.8377343 Li J, Gao H, Lv T, et al. 2018. Deep reinforcement learning based computation offloading and resource allocation for MEC[C]\/\/2018 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 2018: 1--6. DOI= http:\/\/doi.org\/10.1109\/WCNC.2018.8377343","journal-title":"IEEE"},{"key":"e_1_3_2_1_10_1","first-page":"1","article-title":"2019. DQ scheduler: Deep reinforcement learning based controller synchronization in distributed SDN[C]\/\/ICC 2019-2019 IEEE International Conference on Communications (ICC)","volume":"2019","author":"Zhang Z","unstructured":"Zhang Z , Ma L , Poularakis K , 2019. DQ scheduler: Deep reinforcement learning based controller synchronization in distributed SDN[C]\/\/ICC 2019-2019 IEEE International Conference on Communications (ICC) . IEEE , 2019 : 1 -- 7 . DOI= http:\/\/doi.org\/10.1109\/ICC.2019.8761183 10.1109\/ICC.2019.8761183 Zhang Z, Ma L, Poularakis K, et al. 2019. DQ scheduler: Deep reinforcement learning based controller synchronization in distributed SDN[C]\/\/ICC 2019-2019 IEEE International Conference on Communications (ICC). IEEE, 2019: 1--7. DOI= http:\/\/doi.org\/10.1109\/ICC.2019.8761183","journal-title":"IEEE"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1700560"}],"event":{"name":"ICDSP 2020: 2020 4th International Conference on Digital Signal Processing","sponsor":["University of Electronic Science and Technology of China University of Electronic Science and Technology of China"],"location":"Chengdu China","acronym":"ICDSP 2020"},"container-title":["Proceedings of the 2020 4th International Conference on Digital Signal Processing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3408127.3408173","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3408127.3408173","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:01:35Z","timestamp":1750197695000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3408127.3408173"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,6,19]]},"references-count":12,"alternative-id":["10.1145\/3408127.3408173","10.1145\/3408127"],"URL":"https:\/\/doi.org\/10.1145\/3408127.3408173","relation":{},"subject":[],"published":{"date-parts":[[2020,6,19]]},"assertion":[{"value":"2020-09-10","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}