{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T17:17:05Z","timestamp":1783099025895,"version":"3.54.6"},"publisher-location":"New York, NY, USA","reference-count":6,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T00:00:00Z","timestamp":1665964800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"National Science Centre Poland","award":["MINIATURA\/2021\/05\/X\/ST6\/00414"],"award-info":[{"award-number":["MINIATURA\/2021\/05\/X\/ST6\/00414"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,10,17]]},"DOI":"10.1145\/3511808.3557206","type":"proceedings-article","created":{"date-parts":[[2022,10,16]],"date-time":"2022-10-16T01:22:22Z","timestamp":1665883342000},"page":"4985-4988","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":12,"title":["TinyRL: Towards Reinforcement Learning on Tiny Embedded Devices"],"prefix":"10.1145","author":[{"given":"Tomasz","family":"Szydlo","sequence":"first","affiliation":[{"name":"AGH University of Science and Technology, Krakow, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Prem Prakash","family":"Jayaraman","sequence":"additional","affiliation":[{"name":"Swinburne University of Technology, Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yinhao","family":"Li","sequence":"additional","affiliation":[{"name":"Newcastle University, Newcastle upon Tyne, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Graham","family":"Morgan","sequence":"additional","affiliation":[{"name":"Newcastle University, Newcastle upon Tyne, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rajiv","family":"Ranjan","sequence":"additional","affiliation":[{"name":"Newcastle University, Newcastle upon Tyne, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2022,10,17]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"TVM: An Automated End-to-End Optimizing Compiler for Deep Learning. In 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18)","author":"Chen Tianqi","year":"2018","unstructured":"Tianqi Chen , Thierry Moreau , Ziheng Jiang , Lianmin Zheng , Eddie Yan , Haichen Shen , Meghan Cowan , Leyuan Wang , Yuwei Hu , Luis Ceze , Carlos Guestrin , and Arvind Krishnamurthy . 2018 . TVM: An Automated End-to-End Optimizing Compiler for Deep Learning. In 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18) . USENIX Association, Carlsbad, CA, 578--594. Tianqi Chen, Thierry Moreau, Ziheng Jiang, Lianmin Zheng, Eddie Yan, Haichen Shen, Meghan Cowan, Leyuan Wang, Yuwei Hu, Luis Ceze, Carlos Guestrin, and Arvind Krishnamurthy. 2018. TVM: An Automated End-to-End Optimizing Compiler for Deep Learning. In 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18). USENIX Association, Carlsbad, CA, 578--594."},{"key":"e_1_3_2_2_2_1","volume-title":"Garnett (Eds.)","volume":"29","author":"Hubara Itay","year":"2016","unstructured":"Itay Hubara , Matthieu Courbariaux , Daniel Soudry , Ran El-Yaniv , and Yoshua Bengio . 2016 . Binarized Neural Networks. In Advances in Neural Information Processing Systems, D. Lee, M. Sugiyama, U. Luxburg, I. Guyon, and R . Garnett (Eds.) , Vol. 29 . Curran Associates, Inc. Itay Hubara, Matthieu Courbariaux, Daniel Soudry, Ran El-Yaniv, and Yoshua Bengio. 2016. Binarized Neural Networks. In Advances in Neural Information Processing Systems, D. Lee, M. Sugiyama, U. Luxburg, I. Guyon, and R. Garnett (Eds.), Vol. 29. Curran Associates, Inc."},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2988367"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2019.8803490"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/DAC18074.2021.9586232"},{"key":"e_1_3_2_2_6_1","volume-title":"2017 ACM\/IEEE 44th Annual International Symposium on Computer Architecture (ISCA)","author":"Yu Jiecao","year":"2017","unstructured":"Jiecao Yu , Andrew Lukefahr , David J. Palframan , Ganesh S. Dasika , Reetuparna Das , and Scott A. Mahlke . 2017. Scalpel: Customizing DNN pruning to the underlying hardware parallelism . 2017 ACM\/IEEE 44th Annual International Symposium on Computer Architecture (ISCA) ( 2017 ), 548--560. i Jiecao Yu, Andrew Lukefahr, David J. Palframan, Ganesh S. Dasika, Reetuparna Das, and Scott A. Mahlke. 2017. Scalpel: Customizing DNN pruning to the underlying hardware parallelism. 2017 ACM\/IEEE 44th Annual International Symposium on Computer Architecture (ISCA) (2017), 548--560. i"}],"event":{"name":"CIKM '22: The 31st ACM International Conference on Information and Knowledge Management","location":"Atlanta GA USA","acronym":"CIKM '22","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 31st ACM International Conference on Information & Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3511808.3557206","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3511808.3557206","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:49:07Z","timestamp":1750182547000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3511808.3557206"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,17]]},"references-count":6,"alternative-id":["10.1145\/3511808.3557206","10.1145\/3511808"],"URL":"https:\/\/doi.org\/10.1145\/3511808.3557206","relation":{},"subject":[],"published":{"date-parts":[[2022,10,17]]},"assertion":[{"value":"2022-10-17","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}