Issues of Dynamic Coalition Formation Among Rational Agents
نویسندگان
چکیده
We introduce the notion, issues, and challenges of dynamic coalition formation (DCF) among rational software agents in open, heterogeneous and world widely distributed environments such as the Internet and Web. Selected relevant approaches coping with only parts of the DCF problem domain in different disciplines such as decision theory, social reasoning, and machine learning are briefly discussed. Finally, we sketch one novel DCF scheme, and highlight some future research work towards a general framework of dynamic coalition formation.
منابع مشابه
DCF-S: A Dynamic Coalition Formation Scheme for Rational Agents
We introduce the notion, issues, and challenges of dynamic coalition formation (DCF) among agents in open, heterogeneous and world widely distributed environments. Results achieved in the traditional field of static coalition formation are briefly discussed, as well as the desired results in the new research field of DCF. We propose a simulation-based DCF scheme, called DCF-S, to be applied to ...
متن کاملDynamic Coalition Formation Based on Multi-sided Negotiation
The coalition formation is an important aspect of multi-agent negotiation and cooperation. Based on the Bilateral Shapley-Value, a multi-sided eigenvalue is presented by using the reference of n-person stochastic cooperative game. It is obvious when multisided eigenvalue have superadditivity, rational agents will combine to one coalition. A dynamic coalition formation algorithm is constructed b...
متن کاملDynamic Coalition Formation among Rational Agents
with the coalition proceses. Dynamic coalition formation (DCF) methods promise to be particularly well suited for applications of ubiquitous and mobile computing, including mobile commerce in wireless environments. In mobile-commerce settings, for example, personalized information agents, each representing a potential business partner, might dynamically form temporary profit-oriented coalitions...
متن کاملA Kernel-Oriented Model for Coalition-Formation in General Environments: Implementation and Results
In this paper we present a model for coalition formation and payo distribution in general environments. We focus on a reduced complexity kernel-oriented coalition formation model, and provide a detailed algorithm for the activity of the single rational agent. The model is partitioned into a social level and a strategic level, to distinguish between regulations that must be agreed upon and are f...
متن کامل1996-A Kernel-Oriented Model for Coalition-Formation in General Environments: Implementation and Results
In this paper we present a model for coalition formation and payoff distribution in general environments. We focus on a reduced complexity kernel-oriented coalition formation model, and provide a detailed algorithm for the activity of the single rational agent. The model is partitioned into a social level and a strategic level, to distinguish between regulations that must be agreed upon and are...
متن کامل