{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,2]],"date-time":"2025-12-02T03:29:36Z","timestamp":1764646176322,"version":"3.28.0"},"reference-count":19,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,5]]},"DOI":"10.1109\/icc.2018.8422168","type":"proceedings-article","created":{"date-parts":[[2018,8,20]],"date-time":"2018-08-20T22:51:41Z","timestamp":1534805501000},"page":"1-7","source":"Crossref","is-referenced-by-count":46,"title":["Deep-Reinforcement Learning Multiple Access for Heterogeneous Wireless Networks"],"prefix":"10.1109","author":[{"given":"Yiding","family":"Yu","sequence":"first","affiliation":[]},{"given":"Taotao","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Soung Chang","family":"Liew","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","first-page":"1705","article-title":"Spectrum management of cognitive radio using multi-agent reinforcement learning","author":"wu","year":"2010","journal-title":"Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems Industry Track"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/WOCC.2011.5872298"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ISWCS.2012.6328420"},{"journal-title":"Deep multi-user reinforcement learning for dynamic spectrum access in multichannel wireless networks","year":"2017","author":"naparstek","key":"ref13"},{"key":"ref14","article-title":"Deep reinforcement learning for dynamic multichannel access","author":"wang","year":"2017","journal-title":"International Conference on Computing Networking and Communications (ICNC)"},{"key":"ref15","first-page":"1","article-title":"Deep learning for proactive resource allocation in lte-u networks","author":"challita","year":"2017","journal-title":"Proc 23th Eur Wireless Conf"},{"journal-title":"Deep Learning","year":"2016","author":"goodfellow","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/90.879343"},{"key":"ref18","first-page":"26","article-title":"Lecture 6.5-rmsprop: Divide the gradient by a running average of its recent magnitude","volume":"4","author":"tieleman","year":"2012","journal-title":"COURSERA Neural Networks for Machine Learning"},{"key":"ref19","article-title":"Model-aware nodes in heterogeneous networks: A supplementary document to paper &#x2018;deep-reinforcement learning multiple access for heterogeneous wireless networks","author":"yu","year":"0","journal-title":"Technical Report"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"484","DOI":"10.1038\/nature16961","article-title":"Mastering the game of go with deep neural networks and tree search","volume":"529","author":"silver","year":"2016","journal-title":"Nature"},{"key":"ref3","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":"ref6","doi-asserted-by":"publisher","DOI":"10.1613\/jair.301"},{"key":"ref5","volume":"1","author":"sutton","year":"1998","journal-title":"Reinforcement Learning An Introduction"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"876216","DOI":"10.1155\/2010\/876216","article-title":"Multiagent-learning for aloha-like spectrum access in cognitive radio systems","volume":"2010","author":"li","year":"2010","journal-title":"EURASIP Journal on Wireless Communications and Networking"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"journal-title":"DAPRA","article-title":"Kick-off meeting","year":"2017","key":"ref2"},{"journal-title":"DARPA SC2 Website","year":"0","key":"ref1"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/LCN.2010.5735689"}],"event":{"name":"2018 IEEE International Conference on Communications (ICC 2018)","start":{"date-parts":[[2018,5,20]]},"location":"Kansas City, MO","end":{"date-parts":[[2018,5,24]]}},"container-title":["2018 IEEE International Conference on Communications (ICC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8411665\/8422068\/08422168.pdf?arnumber=8422168","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T03:14:51Z","timestamp":1598238891000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8422168\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,5]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/icc.2018.8422168","relation":{},"subject":[],"published":{"date-parts":[[2018,5]]}}}