{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T13:57:45Z","timestamp":1760709465579,"version":"3.28.0"},"reference-count":21,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,10]]},"DOI":"10.1109\/smc.2017.8123161","type":"proceedings-article","created":{"date-parts":[[2017,11,30]],"date-time":"2017-11-30T17:22:47Z","timestamp":1512062567000},"page":"3433-3438","source":"Crossref","is-referenced-by-count":9,"title":["Evaluating deep reinforcement learning for computer generated forces in ground combat simulation"],"prefix":"10.1109","author":[{"given":"Babak","family":"Toghiani-Rizi","sequence":"first","affiliation":[]},{"given":"Farzad","family":"Kamrani","sequence":"additional","affiliation":[]},{"given":"Linus J.","family":"Luotsinen","sequence":"additional","affiliation":[]},{"given":"Linus","family":"Gisslen","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2016.7844561"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2016.7844707"},{"journal-title":"Evaluation of deep learning methods for creating synthetic actors","year":"2017","author":"toghiani-rizi","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref14","article-title":"The arcade learning environment: An evaluation platform for general agents","author":"bellemare","year":"2012","journal-title":"Journal of Artificial Intelligence Research"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"key":"ref16","first-page":"1237","article-title":"Flexible, high performance convolutional neural networks for image classification","author":"ciresan","year":"2011","journal-title":"IJCAI"},{"key":"ref17","first-page":"1928","article-title":"Asynchronous methods for deep reinforcement learning","author":"mnih","year":"2016","journal-title":"Proc of the International Conference on Machine Learning (ICML)"},{"key":"ref18","first-page":"3089","article-title":"The future of autonomous air combat behavior","author":"rijken","year":"2016","journal-title":"2016 IEEE International Conference on Systems Man and Cybernetics (SMC)"},{"key":"ref19","article-title":"Playing Atari with deep reinforcement learning","author":"mnih","year":"2013","journal-title":"NIPS Deep Learning Workshop"},{"key":"ref4","article-title":"Lip reading in the wild","author":"chung","year":"2016","journal-title":"Asian Conference on Computer Vision"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.220"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298932"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.312"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/nature16961"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v31i3.2303"},{"journal-title":"Deep Learning","year":"2016","author":"goodfellow","key":"ref2"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref9","first-page":"1","article-title":"Data-driven behavior modeling for computer generated forces","author":"luotsinen","year":"2015","journal-title":"NATO modelling and simulation group symp M &S support to operational tasks including war gaming logistics cyber defence (MSG-133)"},{"key":"ref20","volume":"1","author":"sutton","year":"1998","journal-title":"Reinforcement Learning An Introduction"},{"journal-title":"United States Department of the Army","article-title":"The infantry rifle platoon and squad, field manual no. 3&#x2013;21.8","year":"2007","key":"ref21"}],"event":{"name":"2017 IEEE International Conference on Systems, Man and Cybernetics (SMC)","start":{"date-parts":[[2017,10,5]]},"location":"Banff, AB","end":{"date-parts":[[2017,10,8]]}},"container-title":["2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8114675\/8122565\/08123161.pdf?arnumber=8123161","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,1,17]],"date-time":"2018-01-17T18:15:52Z","timestamp":1516212952000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8123161\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/smc.2017.8123161","relation":{},"subject":[],"published":{"date-parts":[[2017,10]]}}}