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Adaptive and Learning Agents Workshop at International Joint Conference on Autonomous Agents and Multiagent Systems
2019.
Adaptive and Learning Agents Workshop at International Joint Conference on Autonomous Agents and Multiagent Systems
Shpilman A., Malysheva A., Kudenko D., , in : Adaptive and Learning Agents Workshop at International Joint Conference on Autonomous Agents and Multiagent Systems. : [б.и.], 2019. P. 1-8.
Over recent years, deep reinforcement learning has shown strong successes in complex single-agent tasks, and more recently this approach has also been applied to multi-agent domains. In this paper, we propose a novel approach, called MAGNet, to multi-agent reinforcement learning that utilizes a relevance graph representation of the environment obtained by a self-attention mechanism, and ...
Added: June 13, 2019
Малышева А. И., Shpilman A., Kudenko D., , in : Adaptive and Learning Agents Workshop at International Joint Conference on Autonomous Agents and Multiagent Systems. : [б.и.], 2019. P. 1-8.
Added: September 20, 2023
IFAAMAS, 2020
Copyright © 2020 by International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS). ...
Added: May 7, 2020
Карпов В. Э., Karpova I. P., Кулинич А. А., М. : ЛЕНАНД, 2019
Настоящая монография является первой в нашей стране попыткой систематического изложения принципов построения социумов роботов, то есть использования моделей и методов социального поведения применительно к системам групповой робототехники. В книге обсуждаются вопросы методологии создания сообществ искусственных агентов-роботов, описываются базовые архитектуры индивидов, способных к социализации, приводятся модели организации межагентного взаимодействия, в том числе — принципы формирования и функционирования команд, коалиций, стай роботов ...
Added: August 28, 2018
Karpov M., Arzymatov K., Belavin V. et al., International Journal of Civil Engineering and Technology 2018 Vol. 9 No. 11 P. 220-226
Simulators of real-world IT systems are gaining popularity today. However, as it often happens in the early stages of technological readiness, the same term can be understood as different things - from visualisation systems to multi-level multi-agent models. The critical feature of the simulation technology is the degree of trust, or proximity of resemblance of ...
Added: November 14, 2019
Arzymatov K., Сапронов А. А., Belavin V. et al., PeerJ Computer Science 2020 P. 1-16
We introduce SANgo (Storage Area Network in the Go language)—a Go-based package for simulating the behavior of modern storage infrastructure. The software is based on the discrete-event modeling paradigm and captures the structure and dynamics of high-level storage system building blocks. The flexible structure of the package allows us to create a model of a ...
Added: October 9, 2019
Belavin V., Ustyuzhanin A., Arzymatov K. et al., Advances in Systems Science and Applications 2018 Vol. 18 No. 4 P. 1-12
In this paper, we consider the problem of fine-tuning a discrete event simulator of distributed storage system by a neural network trained with reinforcement learning algorithms on real data. The simulator has a set of control parameters that affect its behaviour and can be tuned during the simulation. Variation of these parameters influences how realistic ...
Added: February 2, 2019
Cham : Springer, 2015
The Smart Innovation, Systems and Technologies book series encompasses the topics of knowledge, intelligence, innovation and sustainability. The aim of the series is to make available a platform for the publication of books on all aspects of single and multi-disciplinary research on these themes in order to make the latest results available in a readily-accessible ...
Added: February 12, 2016
Морозова Ю. А., Логистика и управление цепями поставок 2015 № 2 С. 69-76
Constant changes in demand for resources in the market complicate planning and management of material flows. In current practice, it’s possible to solve this problem by applying multi-agent systems representing a set of interacting software objects called intelligent agents. The activity of an intelligent agent is directed at achieving individual goals, which may include the ...
Added: June 28, 2015
Panov A. I., Yakovlev K., Suvorov R. E., Procedia Computer Science 2018 Vol. 123 P. 347-353
Single-shot grid-based path finding is an important problem with the applications in robotics, video games etc. Typically in AI community heuristic search methods (based on A And its variations) are used to solve it. In this work we present the results of preliminary studies on how neural networks can be utilized to path planning on ...
Added: September 3, 2018
Shpilman A., Malysheva A., Kudenko D., , in : Adaptive and Learning Agents Workshop at International Joint Conference on Autonomous Agents and Multiagent Systems. : [б.и.], 2019. P. 1-8.
Over recent years, deep reinforcement learning has shown strong successes in complex single-agent tasks, and more recently this approach has also been applied to multi-agent domains. In this paper, we propose a novel approach, called MAGNet, to multi-agent reinforcement learning that utilizes a relevance graph representation of the environment obtained by a self-attention mechanism, and ...
Added: June 13, 2019
Springer, 2020
Added: October 30, 2020
IFAAMAS, 2021
These are the proceedings of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2021). They are published by the International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS). ...
Added: May 29, 2021
Gremyachikh L., Dubov D., Kazeev N. et al., Advances in the Astronautical Sciences 2020 Vol. 170 P. 305-319
The number of space objects will grow several times in a few years due to the planned launches of constellations of thousands microsatellites. It leads to a significant increase in the threat of satellite collisions. Spacecraft must undertake collision avoidance maneuvers to mitigate the risk. According to publicly available information, conjunction events are now manually ...
Added: October 10, 2019
AAMAS'16: Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems
Richland : International Foundation for Autonomous Agents and Multiagent Systems, 2016
The Autonomous Agents and MultiAgent Systems (AAMAS) conference series brings together researchers from around the world to share the latest advances in the field. It is the premier forum for research in the theory and practice of autonomous agents and multi-agent systems. AAMAS 2002, the first of the series, was held in Bologna, followed by ...
Added: May 19, 2016
Springer, 2019
Added: October 30, 2020
Toldova S., Azerkovich I., Гришина Ю. et al., / НИУ ВШЭ. Series WP BRP "Linguistics". 2015.
Building benchmark corpora in the domain of coreference and anaphora resolution is an important task for developing and evaluating NLP systems and models. Our study is aimed at assessing the feasibility of enhancing corpora with information about coreference relations. The annotation procedure includes identification of text segments that are subjects to annotation (markables), marking their ...
Added: December 15, 2015
Kiselyova N. N., Dudarev V.A., Korzhuev M. A., Inorganic Materials: Applied Research 2016 Vol. 7 No. 1 P. 34-39
A database (DB) on the bandgap of inorganic substances available via the Internet (http://bg.imetdb.ru) was developed for the information service of specialists in the sphere of inorganic chemistry and materials science. The DB is integrated with other information systems on the properties of inorganic substances and materials, which provides the search of a wide range ...
Added: February 23, 2016
Baibikova T., Domoratsky E., Вестник Московского финансово-юридического университета 2017 № 1 С. 200-206
Some questions of scientific visualization are under consideration in this paper. This article also discusses the peculiarities of application of cognitive computer graphics, singles out a range of tasks of scientific visualization. The paper gives a brief overview of modern support tools for program visualization, tendencies of their development and their main characteristics. A module ...
Added: June 10, 2017
Kalyagin V.A., Koldanov A.P., Koldanov P.A. et al., Physica A: Statistical Mechanics and its Applications 2014 Vol. 413 No. 1 P. 59-70
A general approach to measure statistical uncertainty of different filtration techniques for market network analysis is proposed. Two measures of statistical uncertainty are introduced and discussed. One is based on conditional risk for multiple decision statistical procedures and another one is based on average fraction of errors. It is shown that for some important cases ...
Added: July 19, 2014
Vishnekov A., Erokhin V., Ivanova E., Датчики и системы 2018 Т. 221 № 1 С. 18-24
The article discusses the recovery of distributed control systems of technical objects. The options for the design of subsystems recovery after hardware or software fault of the sensor system are investigated. The development of an integrated subsystems recovery is proposed on the basis of decision-making system to develop the most rational control actions by ...
Added: January 27, 2018
М. : National Instruments Russia, 2017
Содержание сборника составляют доклады с результатами оригинальных исследований и технических решений, ранее не публиковавшиеся. Мы надеемся, что предлагаемый сборник окажется полезным для специалистов, работающих в различных областях науки и техники, для широкого круга преподавателей, аспирантов и студентов ВУЗов, а также для преподавателей средних школ и технических колледжей. ...
Added: May 10, 2017
Furmanov K. K., Nikol'skii I. M., Computational Mathematics and Modeling 2016 Vol. 27 No. 2 P. 247-253
Added: December 22, 2016
Kotelnikova M. V., Aistov A., Вестник Нижегородского университета им. Н.И. Лобачевского. Серия: Социальные науки 2019 Т. 55 № 3 С. 183-189
The article describes a method that allows to improve the content of disciplines of the mathematical cycle by dividing them into invariant (general) and variable parts. The invariants were identified for such disciplines as «Linear algebra», «Mathematical analysis», «Probability theory and mathematical statistics» delivered to Bachelors program students of economics at several universities. Based on ...
Added: January 28, 2020
Karpov V. E., Karpova I. P., Procedia Engineering 2015 Vol. 100 P. 1459-1468
Work solutions are proposed for problems of leader definition and role distribution in homogeneous groups of robots. It is shown that transition from a swarm to a collective of robots with hierarchical organization is possible using exclusively local interaction. The local revoting algorithm is central to the procedure for choice of leader while redistribution of roles can ...
Added: March 14, 2015
Decrouez G. G., Hall P., Bernoulli: a journal of mathematical statistics and probability 2013 Vol. 19 No. 4 P. 1268-1293
Motivated by a problem arising when analysing data from quarantine searches, we explore properties of distributions of sums of independent means of independent lattice-valued random variables. The aim is to determine the extent to which approximations to those sums require continuity corrections. We show that, in cases where there are only two different means, the ...
Added: September 29, 2014