{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T16:02:16Z","timestamp":1768320136430,"version":"3.49.0"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,4]]},"DOI":"10.1109\/infocom.2019.8737456","type":"proceedings-article","created":{"date-parts":[[2019,6,17]],"date-time":"2019-06-17T20:35:56Z","timestamp":1560803756000},"page":"910-918","source":"Crossref","is-referenced-by-count":72,"title":["Intelligent Edge-Assisted Crowdcast with Deep Reinforcement Learning for Personalized QoE"],"prefix":"10.1109","author":[{"given":"Fangxin","family":"Wang","sequence":"first","affiliation":[]},{"given":"Cong","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Feng","family":"wang","sequence":"additional","affiliation":[]},{"given":"Jiangchuan","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Yifei","family":"Zhu","sequence":"additional","affiliation":[]},{"given":"Haitian","family":"Pang","sequence":"additional","affiliation":[]},{"given":"Lifeng","family":"Sun","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","article-title":"Reinforcement learning with unsupervised auxiliary tasks","author":"jaderberg","year":"2017","journal-title":"Proc of the Int Conf on Learning Representations (ICLR)"},{"key":"ref11","article-title":"Training agent for first-person shooter game with actor-critic curriculum learning","author":"wu","year":"2016","journal-title":"Proceedings of the 4th International Conference on Learning Representations (ICLR)"},{"key":"ref12","first-page":"1057","article-title":"Policy gradient methods for reinforcement learning with function approximation","author":"sutton","year":"2000","journal-title":"Advances in Neural Information Processing Systems (NIPS)"},{"key":"ref13","year":"0","journal-title":"Measureing broadband america 2016 from federal communications commission"},{"key":"ref14","year":"0","journal-title":"Amazon EC2 pricing"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.6043737"},{"key":"ref16","first-page":"265","article-title":"Tensorflow: a system for large-scale machine learning","volume":"16","author":"abadi","year":"2016","journal-title":"Proceedings of the USENIX Symposium on Operating Systems Design and Implementation (OSDI'02)"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2016.7524428"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3123266.3123283"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3126686.3126703"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"529","DOI":"10.1038\/nature14236","article-title":"Human-level control through deep reinforcement learning","volume":"518","author":"mnih","year":"2015","journal-title":"Nature"},{"key":"ref3","first-page":"1","article-title":"Mobile edge computing&#x2014;a key technology towards 5g","volume":"11","author":"hu","year":"2015","journal-title":"ETSI White Paper"},{"key":"ref6","first-page":"1928","article-title":"Asynchronous methods for deep reinforcement learning","author":"mnih","year":"2016","journal-title":"Proceedings of International Conference on Machine Learning (ICML)"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.1998.712192"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3005745.3005750"},{"key":"ref7","first-page":"197","article-title":"Neural adaptive video streaming with pensieve","year":"2017","journal-title":"Proceedings of the Conference of the ACM Special Interest Group on Data Communication (SIGCOMM)"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2736084.2736091"},{"key":"ref9","volume":"20","author":"hagan","year":"1996","journal-title":"Neural Network Design"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2014.6847928"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2018.2845000"},{"key":"ref22","article-title":"Prioritized experience replay","volume":"abs 1511 5952","author":"schaul","year":"2015","journal-title":"CoRR"},{"key":"ref21","first-page":"5","article-title":"Deep reinforcement learning with double q-learning","volume":"2","author":"van hasselt","year":"2016","journal-title":"AAAI"},{"key":"ref24","article-title":"Continuous control with deep reinforcement learning","volume":"abs 1509 2971","author":"lillicrap","year":"2015","journal-title":"CoRR"},{"key":"ref23","article-title":"Dueling network architectures for deep reinforcement learning","volume":"abs 1511 6581","author":"wang","year":"2015","journal-title":"CoRR"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8485853"}],"event":{"name":"IEEE INFOCOM 2019 - IEEE Conference on Computer Communications","location":"Paris, France","start":{"date-parts":[[2019,4,29]]},"end":{"date-parts":[[2019,5,2]]}},"container-title":["IEEE INFOCOM 2019 - IEEE Conference on Computer Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8732929\/8737365\/08737456.pdf?arnumber=8737456","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,14]],"date-time":"2022-07-14T23:18:55Z","timestamp":1657840735000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8737456\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,4]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/infocom.2019.8737456","relation":{},"subject":[],"published":{"date-parts":[[2019,4]]}}}