Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Algorithmic Trading: Financial Markets Using Artificial Intelligence Subject The topic of the resource Artificial Intelligence; Financial Market; Machine Learning; Market Trends; Stock Marketing Description An account of the resource This research study gives an in - depth view of the recent developments in the fields of Machine Learning (ML) and Reinforced Learning (RL) techniques as they are related to various models for forecasting and systems for financial trading. The practical usage of deep learning models, that incorporates Neural Networks such as Recurrent, Convolutional along with hybrid models integrating genetic algorithms with LSTM networks, for forecasting the stock market patterns as well as bank failures, and fluctuations in exchange rate which is addressed in this study in an in - depth review analysis of the latest literature. In addition to this it also investigates how trading algorithm performance as well as risk management can be enhanced by applying techniques of deep reinforcement learning. This study also demonstrates the enhanced, efficacy, precision and the profitability achieved by using these artificial intelligence methods as compared with conventional economic modelling and detailed technical study models by analysing a number of stock markets and different kinds of assets. 2024 IEEE. Creator An entity primarily responsible for making the resource Chanda S.; Chib S.; Bose S.S.; Lakshmi S.R.; Zabiullah B.I.; Samal A. Source A related resource from which the described resource is derived Proceedings of International Conference on Communication, Computer Sciences and Engineering, IC3SE 2024, pp. 806-809. Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/IC3SE62002.2024.10593357" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/IC3SE62002.2024.10593357</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85200691250&amp;doi=10.1109%2FIC3SE62002.2024.10593357&amp;partnerID=40&amp;md5=58fa3246a697084186f9bb16aa915bac" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85200691250&amp;doi=10.1109%2fIC3SE62002.2024.10593357&amp;partnerID=40&amp;md5=58fa3246a697084186f9bb16aa915bac</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835036684-6 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Chanda S., Datta Meghe Institute Of Management Studies, Madhya Pradesh, Nagpur, India; Chib S., Datta Meghe Institute Of Management Studies, Madhya Pradesh, Nagpur, India; Bose S.S., Amity Business School, Amity University, Chhattisgarh, Raipur, India; Lakshmi S.R., Business &amp; Management, Christ University, Nagasandra, Karnataka, Bangalore, India; Zabiullah B.I., School Of Management, Cmr University, Karnataka, Bangalore, India; Samal A., Sri Venkateshwara College Of Engineering, Department Of Mba, Karnataka, Bangalore, India