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Tohid Abedini , Samin Heydarian , Moein Heidari , Alireza Morsali : Chaotic Transformers for Deep Reinforcement Learning in Algorithmic Trading. Tiny Papers @ ICLR 2023 share record
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Hasna Haifa Zahrah , Jimmy Tirtawangsa : Algorithmic Forex Trading Using Q-learning. AIAI (1) 2023 : 24-35 export record
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conf/ssci/ChristodoulakiK23 share record
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Eva Christodoulaki , Michael Kampouridis : Fundamental, Technical and Sentiment Analysis for Algorithmic Trading with Genetic Programming. SSCI 2023 : 83-89 export record
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journals/corr/abs-2307-09377 share record
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Vikram Duvvur , Aashay Mehta , Edward Sun , Bo Wu , Ken Yew Chan , Jeff Schneider : Data Cross-Segmentation for Improved Generalization in Reinforcement Learning Based Algorithmic Trading. CoRR abs/2307.09377 (2023 )export record
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journals/corr/abs-2309-01784 share record
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Song Wei , Andrea Coletta , Svitlana Vyetrenko , Tucker Balch : ATMS: Algorithmic Trading-Guided Market Simulation. CoRR abs/2309.01784 (2023 )export record
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journals/corr/abs-2312-12774 share record
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Nassi Ebadifard , Ajitesh Parihar , Youry Khmelevsky , Gaétan Hains , Albert Wong , Frank Zhang : Data Extraction, Transformation, and Loading Process Automation for Algorithmic Trading Machine Learning Modelling and Performance Optimization. CoRR abs/2312.12774 (2023 )2022 share record
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Cristiana Tudor , Robert Sova : Flexible Decision Support System for Algorithmic Trading: Empirical Application on Crude Oil Markets. IEEE Access 10 : 9628-9644 (2022 )share record
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Catalina I. Hurwitz , Suchismita Mishra , Robert T. Daigler , Ihsan Badshah : Dynamics of information leadership in the volatility complex with trading time changes: Evidence from VIX futures and VIX ETPs. Algorithmic Finance 9 (3-4 ) : 63-79 (2022 )export record
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journals/clsr/Schmidt-KessenE22 share record
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Maria José Schmidt-Kessen , Helen Eenmaa , Maya Mitre : Machines that make and keep promises - Lessons for contract automation from algorithmic trading on financial markets. Comput. Law Secur. Rev. 46 : 105717 (2022 )share record
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Ritesh Kumar Dubey : Algorithmic Trading: The Intelligent Trading Systems and Its Impact on Trade Size. Expert Syst. Appl. 202 : 117279 (2022 )export record
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journals/eswa/FelizardoPGMCDB22 share record
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Leonardo Kanashiro Felizardo , Francisco Caio Lima Paiva , Catharine de Vita Graves , Elia Yathie Matsumoto , Anna Helena Reali Costa , Emilio Del-Moral-Hernandez , Paolo Brandimarte : Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market. Expert Syst. Appl. 202 : 117259 (2022 )export record
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journals/eswa/ShavandiK22 share record
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Ali Shavandi , Majid Khedmati : A multi-agent deep reinforcement learning framework for algorithmic trading in financial markets. Expert Syst. Appl. 208 : 118124 (2022 )export record
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conf/blockchain2/ZhangWLSL22 share record
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Luyao Zhang , Tianyu Wu , Saad Lahrichi , Carlos-Gustavo Salas-Flores , Jiayi Li : A Data Science Pipeline for Algorithmic Trading: A Comparative Study of Applications for Finance and Cryptoeconomics. Blockchain 2022 : 298-303 export record
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Eva Christodoulaki , Michael Kampouridis : U sing strongly typed genetic programming to combine technical and sentiment analysis for algorithmic trading. CEC 2022 : 1-8 share record
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Zhongjie Duan , Cen Chen , Dawei Cheng , Yuqi Liang , Weining Qian : Optimal Action Space Search: An Effective Deep Reinforcement Learning Method for Algorithmic Trading. CIKM 2022 : 406-415 share record
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Abhishek Nan , Anandh Perumal , Osmar R. Zaïane : Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement Learning. DEXA (1) 2022 : 167-180 export record
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conf/gecco/TirumalaBMMZ22 share record
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Abhiram Tirumala , Rishi Bhatnager , Sriram Mudireddy , Pranav Manjunath , Jason Zutty : Designing a novel and high performance algorithmic trading model using evolutionary AutoML and technical analysis. GECCO Companion 2022 : 312-315 share record
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Jingxia Xu , Yun Xiong : Algorithmic Trading Strategies for Informed Traders. ICBDT 2022 : 160-164 share record
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Marcell Németh , Gábor Szücs : Split Feature Space Ensemble Method using Deep Reinforcement Learning for Algorithmic Trading. ICCTA 2022 : 188-194 share record
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Kanghyun Cho , Kihwan Nam , JaeHwuen Jung : Blessing or Curse: Impact of Algorithmic Trading Bots Invasion of the Cryptocurrency Market. ICIS 2022 share record
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Japjeet Singh , Ruppa K. Thulasiram , Aerambamoorthy Thavaneswaran : LSTM based Algorithmic Trading model for Bitcoin. SSCI 2022 : 344-351 export record
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journals/corr/abs-2206-14932 share record
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Luyao Zhang , Tianyu Wu , Saad Lahrichi , Carlos-Gustavo Salas-Flores , Jiayi Li : A Data Science Pipeline for Algorithmic Trading: A Comparative Study of Applications for Finance and Cryptoeconomics. CoRR abs/2206.14932 (2022 )export record
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journals/corr/abs-2208-10707 share record
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Boyi Jin : An intelligent algorithmic trading based on a risk-return reinforcement learning algorithm. CoRR abs/2208.10707 (2022 )export record
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journals/corr/abs-2210-03469 share record
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Naseh Majidi , Mahdi Shamsi , Farokh Marvasti : Algorithmic Trading Using Continuous Action Space Deep Reinforcement Learning. CoRR abs/2210.03469 (2022 )2021 share record
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Thomas Spooner : Algorithmic trading and reinforcement learning: robust methodologies for AI in finance. University of Liverpool, UK, 2021 share record
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Monira Essa Aloud , Nora Alkhamees : Intelligent Algorithmic Trading Strategy Using Reinforcement Learning and Directional Change. IEEE Access 9 : 114659-114671 (2021 )share record
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Deog-Yeong Park , Ki-Hoon Lee : Practical Algorithmic Trading Using State Representation Learning and Imitative Reinforcement Learning. IEEE Access 9 : 152310-152321 (2021 )share record
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Thibaut Théate , Damien Ernst : An application of deep reinforcement learning to algorithmic trading. Expert Syst. Appl. 173 : 114632 (2021 )export record
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journals/peerj-cs/AhmadAAAK21 share record
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Iftikhar Ahmad , Muhammad Ovais Ahmad , Mohammed A. Alqarni , Abdulwahab Ali Almazroi , Muhammad Imran Khan Khalil : Using algorithmic trading to analyze short term profitability of Bitcoin. PeerJ Comput. Sci. 7 : e337 (2021 )share record
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Yuze Li , Shouyang Wang , Yunjie Wei , Qing Zhu : A New Hybrid VMD-ICSS-BiGRU Approach for Gold Futures Price Forecasting and Algorithmic Trading. IEEE Trans. Comput. Soc. Syst. 8 (6 ) : 1357-1368 (2021 )