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Unleashing the Power of Multi-Agent Reinforcement Learning for Algorithmic Trading in the Digital Financial Frontier and Enterprise Information Systems

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Computers, Materials & Continua 2024年第8期80卷 3123-3138页

作者： Saket Sarin Sunil K.Singh Sudhakar Kumar Shivam Goyal Brij Bhooshan Gupta Wadee Alhalabi Varsha Arya Chandigarh College of Engineering and Techno.ogy Chandigarh160019India Department of Computer Science and Information Engineering Asia UniversityTaichung413Taiwan Symbiosis Centre for Information Techno.ogy(SCIT) Symbiosis International UniversityPune411057India Center for Interdisciplinary Research University of Petroleum and Energy Studies(UPES)Dehradun248007India Department of Computer Science Immersive Virtual Reality Research GroupKing Abdulaziz UniversityJeddah21589Saudi Arabia Department of Business Administration Asia UniversityTaichung413Taiwan Department of Electrical and Computer Engineering Lebanese American UniversityBeirut11022801Lebanon UCRD Chandigarh UniversityChandigarh140413India

In the rapidly evolving landscape of today’s digital econo.y,Financial Techno.ogy(Fintech)emerges as a trans-formative force,propelled by the dynamic synergy between Artificial Intelligence(AI)and Algorithmic *** in-depth investigation delves into the intricacies of merging Multi-Agent Reinforcement Learning(MARL)and Explainable AI(XAI)within Fintech,aiming to refine Algorithmic Trading *** meticulous examination,we uncover the nuanced interactions of AI-driven agents as they collaborate and compete within the financial realm,employing sophisticated deep learning techniques to enhance the clarity and adaptability of trading *** AI-infused Fintech platforms harness collective intelligence to unearth trends,mitigate risks,and provide tailored financial guidance,fostering benefits for individuals and enterprises navigating the digital *** research holds the potential to revolutionize finance,opening doors to fresh avenues for investment and asset management in the digital ***,our statistical evaluation yields encouraging results,with metrics such as Accuracy=0.85,Precision=0.88,and F1 Score=0.86,reaffirming the efficacy of our approach within Fintech and emphasizing its reliability and inno.ative prowess.

关键词： Neurodynamic Fintech multi-agent reinforcement learning algorithmic trading digital financial frontier

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Assessment of the Contribution of Foliar Trichomes towards Allelopathy

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Phyton-International Journal of Experimental Botany 2020年第2期89卷 291-301页

作者： Waseem Mushtaq M.B.Siddiqui Hesham F.Alharby Khalid Rehman Hakeem Allelopathy Laboratory Department of BotanyAligarh Muslim UniversityAligarh202002India Department of Biological Sciences Faculty of ScienceKing Abdulaziz UniversityJeddahSaudi Arabia Princess Dr Najla Bint Saud Al-Saud Center for Excellence Research in Biotechno.ogy King Abdulaziz UniversityJeddahSaudi Arabia

Plant trichomes vary in their structure and cellular *** trichomes contain a bulk of specific(secondary)metabolites of diverse *** are connected with various adaptive processes,which include protection against herbivores and pathogens as *** study investigates the allelopathic contribution of structures present on the leaf surface of Nicotiana plumbaginifolia *** seedling growth of Cicer arietinum *** infusion obtained after dipping Nicotiana leaves in Dichloromethane(DCM)for 10 seconds(s)was the most phytotoxic among all the *** observed inhibition in Cicer growth was no. only dependent on type of infusion but also the *** electron microscopy of the leaf samples showed the modifications in trichomes under the influence of the different concentration of *** trichomes were most dehydrated at 10 seconds in DCM,suggesting their role for the observed *** study on the biochemistry of trichomes and their phytotoxicity may develop highly valuable objects for plant metabolic engineering.

关键词： Allelopathy phytotoxicity secondary metabolites medicinal plants

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