{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,30]],"date-time":"2025-05-30T05:45:45Z","timestamp":1748583945563,"version":"3.28.0"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,4,6]],"date-time":"2022-04-06T00:00:00Z","timestamp":1649203200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,4,6]],"date-time":"2022-04-06T00:00:00Z","timestamp":1649203200000},"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":[[2022,4,6]]},"DOI":"10.1109\/isqed54688.2022.9806271","type":"proceedings-article","created":{"date-parts":[[2022,6,29]],"date-time":"2022-06-29T15:46:20Z","timestamp":1656517580000},"page":"1-6","source":"Crossref","is-referenced-by-count":1,"title":["Double Deep Q-Learning Based Irrigation and Chemigation Control"],"prefix":"10.1109","author":[{"given":"Jianfeng","family":"Song","sequence":"first","affiliation":[{"name":"Texas A&#x0026;M College of Engineering"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dana","family":"Porter","sequence":"additional","affiliation":[{"name":"Texas A&#x0026;M College of Engineering"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiang","family":"Hu","sequence":"additional","affiliation":[{"name":"Texas A&#x0026;M College of Engineering"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas","family":"Marek","sequence":"additional","affiliation":[{"name":"Texas A&#x0026;M AgriLife Research and Extension"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/9784071"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2016.04.003"},{"key":"ref12","first-page":"2271","article-title":"Neuro-dynamic programming as a new framework for decision support for deficit irrigation sytems","author":"sch\u00fctze","year":"2007","journal-title":"International Congress on Modelling and Simulation"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.13031\/trans.13633"},{"key":"ref14","first-page":"57","article-title":"Automation and computer-based technology for small vegetable farm holders","author":"iacomi","year":"2014","journal-title":"Scientific papers Series A agronomy LVI"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10295"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1007\/BF00992698","article-title":"Q-learning","volume":"8","author":"watkins","year":"1992","journal-title":"Machine Learning"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/0925-2312(93)90006-O"},{"key":"ref19","article-title":"Issues in using function approximation for reinforcement learning","author":"thrun","year":"1992","journal-title":"Proceedings of the 1993 Connectionist Models Summer School"},{"key":"ref4","first-page":"12","article-title":"Effect of sensor-based high frequency irrigation on bell pepper yield and water use","author":"dukes","year":"2003","journal-title":"Proceedings of 2nd InternationalConference on Irrigation and Drainage"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/S1161-0301(02)00107-7"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2009.01.007"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-9437(2008)134:2(120)"},{"key":"ref8","first-page":"532","article-title":"Sensor based automatic irrigation management system","author":"abdurrahman","year":"2015","journal-title":"International journal of computer science &amp; information Technology"},{"key":"ref7","first-page":"17","article-title":"Soil moisture sensor-based irrigation reduces water use and nutrient leaching in a commercial nursery","volume":"54","author":"van iersel","year":"2009","journal-title":"Proc Southern Nursery Assn Res Conf"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ISPA\/IUCC.2017.00203"},{"key":"ref1","first-page":"5331","article-title":"Sensor based automated irrigation system with IOT: A technical review","author":"kansara","year":"2015","journal-title":"International Journal of Computer Science and Information Technology"},{"key":"ref9","first-page":"83,11","article-title":"A general algorithm for automated scheduling of drip irrigation in tree crops","author":"casades\u00fas","year":"2012","journal-title":"Computers and Electronics in Agriculture"},{"key":"ref20","article-title":"Reinforcement learning for robots using neural networks","author":"lin","year":"1992","journal-title":"Ph D Dissertation"}],"event":{"name":"2022 23rd International Symposium on Quality Electronic Design (ISQED)","start":{"date-parts":[[2022,4,6]]},"location":"Santa Clara, CA, USA","end":{"date-parts":[[2022,4,7]]}},"container-title":["2022 23rd International Symposium on Quality Electronic Design (ISQED)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9806045\/9806137\/09806271.pdf?arnumber=9806271","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,25]],"date-time":"2022-07-25T16:14:17Z","timestamp":1658765657000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9806271\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4,6]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/isqed54688.2022.9806271","relation":{},"subject":[],"published":{"date-parts":[[2022,4,6]]}}}