Deliberative Evolution in Multi-Agent Systems
نویسندگان
چکیده
Evolution of automated systems, in particular evolution of automated agents based on agent deliberation, is the topic of this paper. Evolution is not a merely material process, it requires interaction within and between individuals, their environments and societies of agents. An architecture for an individual agent capable of (1) deliberation about the creation of new agents, and (2) (run-time) creation of a new agent on the basis of this, is presented. The agent architecture is based on an existing generic agent model, and includes explicit formal conceptual representations of both design structures of agents and (behavioural) properties of agents. The process of deliberation is based on an existing generic reasoning model of design. The architecture has been designed using the compositional development method DESIRE, and has been tested in a prototype implementation.
منابع مشابه
Guidelines to apply CBR in Real-Time Multi-Agent Systems
In real-time Multi-Agent Systems, Real-Time Agents merge intelligent deliberative techniques with real-time reactive actions in a distributed environment. CBR has been successfully applied in Multi-Agent Systems as deliberative mechanism for agents. However, in the case of Real-Time Multi-Agent Systems the temporal restrictions of their Real-Time Agents make their deliberation process to be tem...
متن کاملHybrid Architecture for a Reasoning Planner Agent
This paper presents a hybrid architecture that facilitates the incurporation of a case-based planning system as the reasoning motor for a deliberative agent. This architecture makes possible to solve a wide range of problems in terms of agents and multi-agent systems. The problems are resolved in terms of plans, using plans that have already been experienced.
متن کاملHybrid multi-agent architecture as a real-time problem-solving model
This paper presents a multi-agent architecture that facilitates the development of real-time multi-agent systems based on the SIMBA approach. The approach allows the integration of unbounded deliberative processes with critical real-time tasks. CBP-BDI deliberative agents collaborate with ARTIS agents in order to solve real-time problems efficiently. The proposal has been successfully tested an...
متن کاملHybrid multi - agent architecture as a real - time problem - solving model 3
9 This paper presents a multi-agent architecture that facilitates the development of real-time multi-agent systems based on the SIMBA 10 approach. The approach allows the integration of unbounded deliberative processes with critical real-time tasks. CBP-BDI deliberative 11 agents collaborate with ARTIS agents in order to solve real-time problems efficiently. The proposal has been successfully t...
متن کاملSearching for the Origins of Schwab's Deliberative Curriculum Theory in the Thoughts of Aristotle, Dewey and Habermas
The main purpose of this study is exploring the roots and foundations of Schwab’s deliberative theory in curriculum. Therefore, after examining this theory in introduction, its foundations and origins were investigated. According to this, basic assumptions of this theory are practical and quasi practical arts, eclectic arts, commonplace and collective decision. Aristotle’s distinction between i...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- International Journal of Software Engineering and Knowledge Engineering
دوره 11 شماره
صفحات -
تاریخ انتشار 2001