• Title/Summary/Keyword: Agent based

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An Agent System that Assists Uer's Work Using Case-based Reasoning

  • Yasumura, Yoshiaki;Suzuki, Sachiko;Nitia, Katsumi
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2001.01a
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    • pp.164-168
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    • 2001
  • This paper introduces an agent system that assists in user's work on the Internet. First, the agent receives requests from the user or other agents. Since there are various kinds of requests, it is difficult to describe a completes set of request -handling rules in advance. Therefore, the agent makes a plan referring to old cases. The agent executes the plane which is a sequence of basic operation. If the agent fails to execute basic operation or to create a plan. then it makes a new plan by interacting with the user or other agent. Finally the agent stores this new case with user's evaluation score into the case base.

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A DRM Model for Illegal Copyrights Protection based on Agent (Agent기반 불법 복제 방지 DRM모델)

  • 이덕규;박희운;이임영
    • Proceedings of the Korean Information Science Society Conference
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    • 2001.10a
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    • pp.682-684
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    • 2001
  • 디지털 컨텐cm의 지적 재산권 보호를 위한 디지털 워터마킹 기술 및 핑거프린팅의 연구가 활발히 진행되고 있다. DRM(Digital Rights Management)는 디지털 컨텐츠 지적 재산권 보호뿐만 아니라 컨텐츠 에 대한 출판, 유통 및 사용에 필요한 관리와 보호체계이다. 본 논문에서는 컨텐츠 보호 기술 중에서 컨텐츠에 대한 유통/서비스에 해당하는 기술을 만족하는 프로토콜을 제시한 것이다. 이를 위해 컨텐츠 불법복제 빛 불법사용을 방지할 수 있도륵 Agent를 이용한다. Agent는 특별한 설치가 필요 없이 컨텐츠 내에 내포되어 있게 된다. 내포된 Agent는 불법복제 및 불법사용에 대해 체크함으로써 불법복제의 사용을 차단할 수 있도록 한다.

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Design of Mobile Agent Model Supporting the Intelligent Path Search (지능형 경로 탐색 이동 에아전트 모델 설계)

  • Ko, Hyun;Kim, Kwang-Jong;Lee, Yon-Sik
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.6 no.7
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    • pp.993-1000
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    • 2002
  • In this paper, we design the CORBA-based Mobile Agent Model (CMAM) which has the capability of the efficient work processing in distributed environment through sensing network traffic and searching the optimal path for migration nodes of mobile agent. In case existing mobile agent model is given various works from user, the network overhead and traffic are increased by increasing of execution module size. Also, if it happens a large quantity of traffics due to migration of nodes according to appointment of the passive host(below node) routing schedule by user, it needs much cost for node search time by traffic. Therefore, in this paper, we design a new mobile agent m()del that assures the reliability of agent's migration through dynamic act on the specific situation according to appointment of the active routing schedule and can minimize agent's work processing time through optimal path search. The proposed model assigns routing schedule of the migration nodes actively using an extended MAFFinder. Also, for decreasing overhead of network by agent's size, it separates the existing mobile agent object by mobile agent including only agent calling module and push agent with work executing module based on distributed object type of CORBA. Also, it reduces the required time for round works of mobile agent through the optimal path search of migration nodes.

Lightweight and Migration Optimization Algorithms for Reliability Assurance of Migration of the Mobile Agent

  • Lee, Yon-Sik
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.5
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    • pp.91-98
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    • 2020
  • The mobile agent, which handles a given task while migrating between the sensor nodes, moves including the execution commands and task processing results. This increases the size of the mobile agent, causing the network to load, leading to the migration time delay and the loss of migration reliability. This paper presents the method of lightening the mobile agent using distributed object technology and the algorithm for exploring and providing the optimal migration path that is actively performed in the event of network traffic, and it proposes a method to ensure the reliability of the mobile agent migration by applying them. In addition, through the comparative analysis experiments based on agent size and network traffic for the migration time of mobile agent equipped with active rules in sensor network-based mobile agent middleware environment, applying the proposed methods proves to ensure the autonomy and migration reliability of the mobile agent.

A Multi-Agent Message Transfer Architecture based on the Messaging Middleware ZeroMQ (메시지 지향 미들웨어 ZeroMQ 기반의 다중 에이전트 메시지 전송 구조)

  • Chang, Hai Jin
    • KIISE Transactions on Computing Practices
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    • v.21 no.4
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    • pp.290-298
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    • 2015
  • This paper suggests a multi-agent message transport architecture based on the message-oriented middleware ZeroMQ. Compared with the other middlewares such as CORBA, Ice, and Thrift, ZeroMQ receives a good score in the evaluation of performance, QoS (Quality of Service), patterns, user friendliness, and resources. The suggested message transfer architecture borrowed many basic concepts like agent platform, AMS (Agent Management System), and MTS (Message Transfer System) from FIPA (Foundation for Intelligent Physical Agents) standard multi-agent specifications, and the architecture inherited the strength of the architecture from the multi-agent framework SMAF (Smart Multi-Agent Framework). The architecture suggested in this paper is a novel peer-to-peer architecture which is not known to the ZeroMQ community. In the suggested architecture, every MTS agent uses only one ZeroMQ router socket to support peer-to-peer communication among MTS agents. The suggested architecture can support closely collaborating software areas such as intelligent robots as well as the traditional application areas of multi-agent architecture. The suggested architecture has interoperability and scalability with the ZeroMQ devices and patterns.

Hierarchical Agent Synthesis Framework using Discrete Event System Specification and System Entity Structure (이산사건시스템 명세와 체계 요소 구조를 활용한 계층적 에이전트 합성 프레임워크)

  • Choi, Changbeom
    • Journal of the Korea Society for Simulation
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    • v.28 no.3
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    • pp.1-9
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    • 2019
  • An agent-based simulation is a popular simulation tool to solve various problems, such as stock market, population prediction, disease prediction, and development of a traffic system. As the agents are developed and researched in different application fields, the agent has a rigid structure and may not acceptable in different domains. As a result, it is a challenging problem to define a structure for an agent structure to reflect the researcher's simulation objective. This research proposes an extendable form for an agent and its modeling environment. In order to propose a standard structure, this study adopts system entity structure and discrete event system specification formalism. Also, this research introduces the SESManager which supports the proposed specification method. The proposed environment can hierarchically define the agent structure and synthesize the agent so that it can perform the agent simulation according to the user's simulation purpose.

Bidirectional Platoon Control Using Backstepping-Like Feedback Linearization (역보행 제어 형태의 궤환 선형화를 이용한 양방향 플래툰 제어)

  • Kwon, Ji-Wook
    • Journal of Institute of Control, Robotics and Systems
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    • v.19 no.5
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    • pp.410-415
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    • 2013
  • This paper proposes a bidirectional platoon control law using a coupled distance error based on the backstepping-like feedback linearization control method for an interconnected mobile agent system with a string structure. Unlike the previous results where the single agent was controlled using the only own information without other agents, the proposed control law cannot show the only distance error convergence of each agent, but also the string stability of the whole system. Also, the control performances are improved by the proposed control law in spite of low performance of bidirectional control strategy in the previous results. The proposed bidirectional platoon control algorithm is based on the backstepping-like feedback linearization control method. The position errors between each agent and the preceding and the behind agents are coupled by weighted summation. By the proposed control law, the distance error of each agent can converge to zero while the string stability is guaranteed when the coupled errors can converge to zero. To this end, the back-stepping control method is employed. The pseudo velocity input is determined considering the kinematic relationship between agents and the string stability. Then, the actual dynamic control input is determined to make the actual velocity converge to the pseudo velocity input. The stability analysis and the simulation results of the proposed method are included in order to demonstrate the practical application of the proposed algorithm.

Design and Implementation of the Active Multi-Agent Middleware for the Sensor Network Application (센서 네트워크 응용을 위한 능동적 다중 에이전트 미들웨어 설계 및 구현)

  • Lee, Yon-Sik;Jang, Min-Seok
    • The KIPS Transactions:PartA
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    • v.18A no.4
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    • pp.159-164
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    • 2011
  • In this paper, we suggest the active multi-agent middleware for the sensor network application. For this, firstly we design and implement the active rule based mobile agent middleware. The mobile agent in the proposed system visits the destination sensor nodes according to the migration list offered by the meta table in the name space of the naming agent, acquires and transmits sensor data according to the purpose and needs through the active rules, and directly executes the actions corresponding to the optional events(changed sensor data and/or time etc.). And then, we show the potential applicability of the active rule based mobile agent middleware in various active sensor networks through the interaction with the rule base system and context database system.

SecureJMoblet : Secure Mobile Agent System based on Jini2.0 (SecureJMoblet : Jini2.0 기반의 안전한 이동에이전트 시스템)

  • Yu Yang-Woo;Moon Nam-Doo;Lee Myung-Joon
    • The KIPS Transactions:PartA
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    • v.11A no.6
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    • pp.439-450
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    • 2004
  • Mobile agents are autonomous and dynamic entities that can migrate among various nodes in the network. Java's Jini framework facilitates mobile agent system development, providing hey features for distributed network programming. However, due to the security weakness, Jinil.0 service has a fundamental limitation on developing mobile agent systems which support secure remote communications. In this paper, we describe a Jini2.0-based secure mobile agent system named SecureJMoblet. On the top of Jini2.0, the system provides basic functionalities of a mobile agent system such as creation, transfer and control. In addition, with the SeureJS developed for secure JavaSpace service, SecureJMoblet supports a secure object repository and a reliable communication among mobile agents.

Localization and a Distributed Local Optimal Solution Algorithm for a Class of Multi-Agent Markov Decision Processes

  • Chang, Hyeong-Soo
    • International Journal of Control, Automation, and Systems
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    • v.1 no.3
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    • pp.358-367
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    • 2003
  • We consider discrete-time factorial Markov Decision Processes (MDPs) in multiple decision-makers environment for infinite horizon average reward criterion with a general joint reward structure but a factorial joint state transition structure. We introduce the "localization" concept that a global MDP is localized for each agent such that each agent needs to consider a local MDP defined only with its own state and action spaces. Based on that, we present a gradient-ascent like iterative distributed algorithm that converges to a local optimal solution of the global MDP. The solution is an autonomous joint policy in that each agent's decision is based on only its local state.cal state.