• Title/Summary/Keyword: Autonomous agent

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Autonomous Agents and Event Programming (자율개체와 이벤트 프로그래밍)

  • Cho, Eun-Sang;Ko, Hyeongseok
    • Journal of the Korea Computer Graphics Society
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    • v.4 no.2
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    • pp.57-68
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    • 1998
  • 가상 현실의 궁극적인 목표중의 하나는 참여자가 가치 있는 경험을 얻을 수 있도록 하는 것이다. 경험의 내용은 순차적인 이벤트들로서 구성될 수 있으며 본 논문은 이런 이벤트들을 저작(event authoring)하기 위한 알고리듬을 개발하는 것을 목적으로 한다. Event authoring을 위해서 우리는 우선, 가상환경에 포함되는 개체들의 구조를 제안한다. 그리고, event-program을 기술하여 실험을 행할 수 있게 하는 수단인 event authoring language와 event-program 실행 시에 핵심이 되는 event execution manager를 구현한다. 마지막으로, 몇 가지 실험을 통하여 본 논문에서 제시된 접근방법이 유효함을 증명한다.

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Employment Contract-Based Management Model of Production Resources on Relation-Driven Fractal Organization (관계주도형 프랙탈 조직에서의 고용계약 기반 생산자원 관리모형)

  • Shin, Moonsoo
    • Journal of Korean Institute of Industrial Engineers
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    • v.39 no.4
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    • pp.278-289
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    • 2013
  • Up-to-date market dynamics and intense competition have forced a production system to be more widely distributed and decentralized than ever, and the production system itself can be regarded as a collaborative network of autonomous production resources in which the responsibility of decision making is also decentralized into individual autonomous entities. The conventional resource management models, however, are not suitable for the distributed and decentralized environment because of their centralized nature. In this paper, an agent-based resource management model is proposed. The proposed model applies employment relation-driven fractal organization (FrOrg) into organizational model for distributed production resources and presents a resource management framework based on employment contracts. The fractal organization is a structured association in which a self-similar pattern recursively appears, and employment relations between production resources are recursively constructed throughout the entire production system.

On the Reward Function of Latent SAC Reinforcement Learning to Improve Longitudinal Driving Performance (종방향 주행성능향상을 위한 Latent SAC 강화학습 보상함수 설계)

  • Jo, Sung-Bean;Jeong, Han-You
    • Journal of IKEEE
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    • v.25 no.4
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    • pp.728-734
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    • 2021
  • In recent years, there has been a strong interest in the end-to-end autonomous driving based on deep reinforcement learning. In this paper, we present a reward function of latent SAC deep reinforcement learning to improve the longitudinal driving performance of an agent vehicle. While the existing reward function significantly degrades the driving safety and efficiency, the proposed reward function is shown to maintain an appropriate headway distance while avoiding the front vehicle collision.

A Clinical Data Repository as an Autonomous Agent (자동 에이전트 기법을 활용한 임상문서저장시스템)

  • Kim, Hwa-Sun;Houshiaryan, Kambiz;Cho, Hune
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.54 no.12
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    • pp.732-736
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    • 2005
  • ln general, hospital information system should provide interoperability hat usually and operate independence of other HIS. This study proposes a new HIS paradigm that can be implemented within standard HL7 Interface engine and clinical data repository (CDR). We have developed an alternative architecture relying on agent solutions with distributed queries to heterogeneous databases. This architecture creates a very fine and flexible repository that can handle queries with the bases of standard HL7 messaging structure. Deploying Agent solutions to manipulate autonomy of storage management and sociality for communication with open world is another issue that keeps this system from reinventing existing wheels in medical informatics. This study the first attempt to construct CDR based private clinic. We used the information stored in the clinical patient record system of the internal medicine private hospital which is used rational database. We were searched increasing the 1,000 data entry from 1,000 to 10,000. By the result, experimental CDR showed highly efficient performance more than 6,000. In the future, the CDR can be further extended for clinical information among private hospitals estranged from EHR (Electronic Health Records).

Service Agent System for Mobile Devices (이동 환경을 위한 서비스 에이전트 시스템)

  • Yoon Jeong-seob
    • Journal of the Korea Society of Computer and Information
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    • v.9 no.4 s.32
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    • pp.55-59
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    • 2004
  • Recently the wireless-internet has been spreading extensively. People are spending a large part of their time gaining access to information using a mobile device. However. limited process speed. low bandwidth, the low battery capacity of mobile devices and a high rate of wireless network errors brings out many overheads during service time with server for service. In this paper, we suggest an autonomous service delivery system. which provides mobile agent capability to users that can not maintain a connection. We have developed the system based on java mobile agent technology. Using this system, we can provide more effective services to users when the user is sending requirements of service through a mobile device that has limited resources and can manage the contact server dynamically when new services are added.

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Development of Pilot Plant for Distributed Intelligent Management System of Microgrids (멀티에이전트 시스템을 이용한 마이크로그리드 분산 지능형 관리시스템 파일럿 플랜트 개발)

  • Oh, Sang-Jin;Yoo, Cheol-Hee;Chung, Il-Yop;Lim, Jae-Bong
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.62 no.3
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    • pp.322-331
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    • 2013
  • This paper describes the development of the pilot plant of distributed intelligent management system for a microgrid. For optimal control and management of microgrids, intelligent agents area applied to the microgrid management system. Each agent includes intelligent algorithms to make decisions on behalf of the corresponding microgrid entity such as distributed generators, local loads, and so on. To this end, each agent has its own resources to evaluate the system conditions by collecting local information and also communicating with other agents. This paper presents key features of the data communication and management of the developed pilot plant such as the construction of mesh network using local wireless communication techniques, the autonomous agent coordination schemes using plug-and-play functions of agents and contract net protocol (CNP) for decision-making. The performance of the pilot plant and developed algorithms are verified via real-time microgrid test bench based on hardware-in-the-loop simulation systems.

Programming Model for Web-based Mobile Agent (웹을 기반으로 한 자바 이동에이전트 프로그래밍 모델)

  • Song, Sung-Hoon;Won, Yoo-Hun
    • Journal of KIISE:Software and Applications
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    • v.29 no.4
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    • pp.225-234
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    • 2002
  • The developers of mobile agent systems are considering integrating the system into the web and the developers of web servers are also considering supporting mobile agents in the future. But they are not clearly suggesting the relationship between web programming which has basically client/server architecture and mobile agent programming which is based on autonomous code mobility. In this paper, firstly, we clarify the method for integrating mobile agent programming into web programming by suggesting the model for mobile agent programming on the web. Secondly, by developing APIs for Java which is widely used for both web programming and mobile agent programming, we made it possible for programmers to use them for programming mobile agent on the web. Thirdly, we show the usefulness of the proposed model by adding and testing modules for execution environment of mobile agents on W3C's Java based web server, Jigsaw.

Design and Prototype Development of An Agent for Self-Driving Car (자율운행 자동차의 에이전트 설계 및 프로토타입 개발)

  • Lim, Seung Kyu;Lee, Jae Moon
    • Journal of Korea Game Society
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    • v.15 no.5
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    • pp.131-142
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    • 2015
  • A self-driving car is an autonomous vehicle capable of fulfilling the main transportation capabilities of a traditional car. It must be capable of sensing its environment and navigating without human input. In this paper, we design the agent that can simulate these self-driving cars and develop a prototype for it. To do this, we analyze the requirements for the self-driving car, and then the agent is designed to be suitable for traditional multi-agent system. The key point of the design is that agents move along the steering forces only. The prototype of the designed agent was implemented by using Unity 3D. From simulation results using the prototype, movements of the agents were very realistic. However, in the case of increasing the number of the agent the performance was seriously degraded, and so the alternatives of the problem were suggested.

Investigation of Microorganism-Based Autonomous Crack Healing Agent and Full-scale Verification of Crack Healing (미생물 기반 자발적 콘크리트 균열치유제 성능 분석 및 실스케일 균열치유성능 검증)

  • Yeon-Jun Yoo;Byung-Jae Lee;Joo-Kyoung Yang;Yun Lee
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.27 no.6
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    • pp.138-143
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    • 2023
  • In this study, the crack healing performance of each crack healing agent manufacturing method was analyzed by adding crack healing agents in the form of alginate gel and spore suspension inoculated with endospores of calcium carbonate-forming bacteria to mortar. In addition, by applying it to an full-scale structure in the form of a box-type culvert, we attempted to create an environment in which the developed crack healing agent can be applied not only to a laboratory environment but also to an actual field. The crack healing agent using the dry heat drying method showed crack healing performance, but in the case of the freeze drying method, many spores were killed by freeze hardening and therefore the crack healing performance was lost. As a result of SEM and XRD pattern analysis of the presumed crack healing material extracted from the crack of a full-scale structure, it was found to be calcite, one of the calcium carbonate crystals produced by microorganisms applied to the crack healing agent. In conclusion, it was found that the crack healing by microorganisms can be implemented in a real structure.

Design and Implementation Effective Behavior of Autonomous Agent in Dynamic Environment (동적 환경에서의 효율적인 자율 에이전트 행위의 설계 및 구현)

  • 박형근;박정용;이은희;정상윤;박종희
    • Proceedings of the Korean Information Science Society Conference
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    • 1999.10b
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    • pp.251-253
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    • 1999
  • 가상현실을 이용한 교육시스템에서 학습자를 대신한 에이전트의 설계에 대한 많은 연구가 이루어지고 있다. 이러한 에이전트의 설계에 있어서 가장 중요한 점은 동적으로 변화되는 환경에서 이루어지는 다양한 현상과 사건들을 인식하는 방법과 이에 대해 반응하는 행동의 설계와 구현에 있다. 본 논문에서는 에이전트의 행동을 설계함에 있어서 교육 시스템의 목적에 부합하기 위한 주위 객체들과의 상호작용을 통한 행위의 인식, 장이론을 이용한 공간객체와의 상호작용 등을 이용하여 좀 더 효율적으로 주위 환경에 반응할 수 있는 자율 에이전트의 행위에 대한 방안을 제시한다.

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