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A prototype model of stock market is introduced and studied numerically. In this self-organized system, we consider only the interaction among traders without external influences. Agents trade according to their own strategy, to accumulate…

统计力学 · 物理学 2009-10-30 G. Caldarelli , M. Marsili , Y. -C. Zhang

A market of potato commodity for industry scale usage is engaging several types of actors. They are farmers, middlemen, and industries. A multi-agent system has been built to simulate these actors into agent entities, based on manually…

多智能体系统 · 计算机科学 2013-01-01 R. Refianti , A. B. Mutiara , H. Gunawan

Digital agents capable of automating complex computer tasks have attracted considerable attention due to their immense potential to enhance human-computer interaction. However, existing agent methods exhibit deficiencies in their…

人工智能 · 计算机科学 2024-10-25 Chengyou Jia , Minnan Luo , Zhuohang Dang , Qiushi Sun , Fangzhi Xu , Junlin Hu , Tianbao Xie , Zhiyong Wu

This chapter gives an introduction to agent-oriented programming in JavaScript. It provides an example-based walk-through of how to implement abstractions for reasoning loop agents in vanilla JavaScript. The initial example is used as a…

多智能体系统 · 计算机科学 2025-10-03 Timotheus Kampik

A population of committees of agents that learn by using neural networks is implemented to simulate the stock market. Each committee of agents, which is regarded as a player in a game, is optimised by continually adapting the architecture…

多智能体系统 · 计算机科学 2007-05-23 T. Marwala , P. De Wilde , L. Correia , P. Mariano , R. Ribeiro , V. Abramov , N. Szirbik , J. Goossenaerts

Significant progress has been made in automated problem-solving using societies of agents powered by large language models (LLMs). In finance, efforts have largely focused on single-agent systems handling specific tasks or multi-agent…

交易与市场微观结构 · 定量金融 2025-06-04 Yijia Xiao , Edward Sun , Di Luo , Wei Wang

Resolving issues on code repositories is an important part of software engineering. Various recent systems automatically resolve issues using large language models and agents, often with impressive performance. Unfortunately, most of these…

软件工程 · 计算机科学 2026-03-13 Jatin Ganhotra , Sami Serhan , Antonio Abu Nassar , Avraham Shinnar , Ziv Nevo , Martin Hirzel

We consider a general small-scale market for agent-to-agent resource sharing, in which each agent could either be a server (seller) or a client (buyer) in each time period. In every time period, a server has a certain amount of resources…

计算机科学与博弈论 · 计算机科学 2018-01-01 Bainan Xia , Srinivas Shakkottai , Vijay Subramanian

Growth of software size, lack of resources to perform regression testing, and failure to detect bugs faster have seen increased reliance on continuous integration and test automation. Even with greater hardware and software resources…

软件工程 · 计算机科学 2018-02-13 Eduard Enoiu , Mirgita Frasheri

We study reliability in autonomous language-model agents that translate user mandates into validated tool actions under real capital. The setting is DX Terminal Pro, a 21-day deployment in which 3,505 user-funded agents traded real ETH in a…

Autonomous agents are seen as a prominent technology to be applied in industrial scenarios. Classical automation solutions are struggling with challenges related to high dynamism, prompt actuation, heterogeneous entities, including humans,…

In a world demanding the best performance from financial investments, distributed applications occupy the first place among the proposed solutions. This particularity is due to their distributed architecture which is able to acheives high…

分布式、并行与集群计算 · 计算机科学 2009-04-28 Husam Alustwani , Jacques M. Bahi , Ahmed Mostefaoui , Michel Salomon

Computer games are very challenging to handle for traditional automated testing algorithms. In this paper we will look at intelligent agents as a solution. Agents are suitable for testing games, since they are reactive and able to reason…

In this paper, we propose a method for evaluating autonomous trading strategies that provides realistic expectations, regarding the strategy's long-term performance. This method addresses This method addresses many pitfalls that currently…

软件工程 · 计算机科学 2021-11-22 Murilo Sibrao Bernardini , Paulo Andre Lima de Castro

This paper describes exploratory experiments to validate the possibility of programming autonomous robots using an agent-oriented programming language. Proper perception of the environment, by means of various types of sensors, and timely…

多智能体系统 · 计算机科学 2020-07-24 Eleonora Iotti , Giuseppe Petrosino , Stefania Monica , Federico Bergenti

The automation of functional testing in software has allowed developers to continuously check for negative impacts on functionality throughout the iterative phases of development. This is not the case for User eXperience (UX), which has…

人工智能 · 计算机科学 2021-04-14 Pedro M. Fernandes , Manuel Lopes , Rui Prada

In this paper we analyse the requirements of performing parallel transaction-oriented simulations within loosely coupled systems like ad hoc grids. We focus especially on the space-parallel approach to parallel simulation and on discrete…

分布式、并行与集群计算 · 计算机科学 2009-08-18 Gerald Krafft , Vladimir Getov

This paper argues for decoupling transaction processing from existing two-layer cloud-native databases and making transaction processing as an independent service. By building a transaction as a service (TaaS) layer, the transaction…

数据库 · 计算机科学 2023-11-15 Yanfeng Zhang , Weixing Zhou , Yang Ren , Sihao Li , Guoliang Li , Ge Yu

Agent-based modelling and simulation offers a new and exciting way of understanding the world of work. In this paper we describe the development of an agent-based simulation model, designed to help to understand the relationship between…

神经与进化计算 · 计算机科学 2010-07-05 Peer-Olaf Siebers , Uwe Aickelin , Helen Celia , Christopher Clegg

This paper analyses the requirements of performing parallel transaction-oriented simulations with a special focus on the space-parallel approach and discrete event simulation synchronisation algorithms that are suitable for…

分布式、并行与集群计算 · 计算机科学 2007-09-25 Gerald Krafft