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Learning and Cognition in Financial Markets: A Paradigm Shift for Agent-Based Models
P. 241–255.
Lussange J. A., Belianin A. V., Bourgeois-Gironde S., Гуткин Б. С.
The history of research in finance and economics has been widely impacted by the field of Agent-based Computational Economics (ACE). While at the same time being popular among natural science researchers for its proximity to the successful methods of physics and chemistry for example, the field of ACE has also received critics by a part of the social science community for its lack of empiricism. Yet recent trends have shifted the weights of these general arguments and poten- tially given ACE a whole new range of realism. At the base of these trends are found two present-day major scientific breakthroughs: the steady shift of psychology towards a hard science due to the advances of neuropsychology, and the progress of reinforcement learning due to increasing computational power and big data. We outline here the main lines of a computational research study where each agent would trade by reinforcement learning.
Publication based on the results of:
In book
Vol. 1252: Advances in Intelligent Systems and Computing. , Springer, 2020.
Gadzhimirzaev S., Хельвас А. В., Компьютерные исследования и моделирование 2022 Т. 14 № 6 С. 1255–1268
This work contains a description of the results of modeling the process of maintaining the readiness of a section of the road network under strikes of with specified parameters. A one-dimensional section of road up to 40 km long with a total number of strikes up to 100 during the work of the brigade is ...
Added: June 26, 2026
Krasulina O. Y., Чебоксары: ИД «Среда», 2026.
This article examines the theory and methodology for analyzing and assessing Russia's economic interests as a driving force in its interactions with circumpolar countries within the global economic system, amidst socioeconomic, technological, and environmental changes. Particular attention is paid to analyzing the influence of geopolitical factors on the economic development of the Arctic region and ...
Added: February 2, 2026
Халилова З. М., Voprosy Jazykoznanija 2023 No. 3 P. 99–121
The causative constructions of Bezhta, a Nakh-Daghestanian language, display a range of crosslinguistically unusual non-causative effects. Standard causativization in Bezhta is compatible with intransitive, transitive, and affective verbs. However, the addition of causative morphology does not always form a construction with a new argument. When the resulting valency does not reflect the productive pattern of ...
Added: September 22, 2023
Strizhak U., Вестник Московского университета. Серия 13: Востоковедение 2022 № 4 С. 46–60
В статье анализируется понимание агентивности японскими лингвистами как в ходе исторического становления данного понятия, так и в контексте функционирования этой семантической категории в японском языке на современном этапе. Агентивность является важной языковой универсалией, влияющей на формирование как глубинных, так и поверхностных синтаксических структур, в итоге определяя характеристику любого языкового высказывания. Недостаточная степень изученности данного понятия ...
Added: September 9, 2023
Patarakin Y., Ярмахов Б. Б., Вестник Российского университета дружбы народов. Серия: Информатизация образования 2021 Т. 18 № 4 С. 347–359
The paper discusses various data sources that can be used in teaching school subjects and developing statistical, quantitative, computational and research literacy. The focus of our research is data farming in multi-agent environments and its further statistical analysis. As a successful example of binding environments, cases of data farming in Netlogo and statistical analysis in ...
Added: February 15, 2022
Sergeyev V., Lychkina N. N., , in: 2019 IEEE 21st Conference on Business Informatics (CBI)Vol. 2.: The Institute of Electrical and Electronics Engineers, Inc. , 2019. P. 436–444.
A review of capabilities of agent-based simulation and modelling for analyzing Supply Chains and a review of related scientific literature are being conducted. It is shown that agent-based simulation and modelling makes it possible to describe the behavior, processes of cooperation, coordination and inter-organizational interaction of participants of a supply chain and reconfigurable network structures ...
Added: August 28, 2019
Замятина Е.Б., Каримов Д. Ф., Митраков А. А., В кн.: Открытые семантические технологии проектирования интеллектуальных систем = Open Semantic Technologies for Intelligent Systems (OSTIS-2015) : материалы V междунар. науч.-техн. конф.: [б.и.], 2015. С. 597–605.
This paper discusses the problem of agent-based simulation system implementation. Authors consider more precisely the design and impementation of distributed simulation system (the design of special knowledge-based synchronization algorithm) and the design of agents based in neural networks ...
Added: February 28, 2016
Lanin Viacheslav, Sokolov G., International Journal "Information Technologies & Knowledge" 2013 Vol. 7 No. 3 P. 256–260
In this paper an approach to using unstructured documents intelligent processing at different stages of information system’s lifecycle is described. When documents are processed it’s suggested to use the results of semantic indexing. Every document is mapped to one agent that represents the interests of the document. This approach allows solving a wide range of ...
Added: January 20, 2014
Okhapkina E. P., Voronova L.I., International Journal of Applied and Fundamental Research 2013 No. 2
The article presents the development of the ontology for a multi-agent subsystem analysing user posts in social networks in order to identify security threats to society. The testing of multi-agent subsystem using the developed ontology is described. ...
Added: December 8, 2013
Okhapkina E. P., Voronova L.I., International Journal of Applied and Fundamental Research 2013 No. 2
In the article the authors describe the development of architecture for a multi-agent sub-system analysing published user posts in social networks in order to identify security threats to society. The article presents the architecture of a multi-agent subsystem, models of agents and scripts of their behaviour. ...
Added: December 8, 2013
Isopeskul O., Вестник ИНЖЭКОНа. Серия: Экономика 2009 № 6 С. 237–242
The article considers reputation risk conditions and probability of its demonstration in the situation when the initiator of dismissal is both a principal and an agent; the article introduces the reputation risk model and actions, contributing to prevention of this phenomenon within an enterprise. ...
Added: April 6, 2013
Sokolov G., Lanin V., , in: Proceedings of the 6th Spring/Summer Young Researchers’ Colloquium on Software Engineering, SYRCoSE 2012.: Perm: -, 2012. P. 182–185.
The problem of search pertinence increasing with a low timecomplexity is one of the major research issues in Computer Science. Semantic search as an alternative solution to this problem has a high time complexity. This paper describes the use of agent-based approach to reduce the time complexity of constructing semantic indexes used for searching. ...
Added: January 18, 2013
Lanin V., Информатизация и связь 2012 № 5 С. 109–111
The problem of search pertinence increasing with a low time-complexity is one of the major research issues in Computer Science. Semantic search as an alternative solution to this problem has a high time complexity. This paper discusses the use of agent-based approach to reduce the time complexity of constructing semantic indexes used for searching. ...
Added: January 13, 2013