Coordinated inductive learning using argumentation-based communication
نویسندگان
چکیده
منابع مشابه
Coordinated inductive learning using argumentation-based communication
This paper focuses on coordinated inductive learning (CIL), concerning how agents with inductive learning capabilities can coordinate their learnt hypotheses with other agents. Coordination in this context means that the hypothesis learnt by one agent is consistent with the data known to the other agents. In order to address this problem, we present A-MAIL, an argumentation approach for agents ...
متن کاملCoordinated inductive learning using argumentation-based communication
This paper focuses on coordinated inductive learning (CIL), concerning how agents with inductive learning capabilities can coordinate their learnt hypotheses with other agents. Coordination in this context means that the hypothesis learnt by one agent is consistent with the data known to the other agents. In order to address this problem, we present A-MAIL, an argumentation approach for agents ...
متن کاملCoordinated inductive learning using argumentation-based communication
This paper focuses on coordinated inductive learning (CIL), concerning how agents with inductive learning capabilities can coordinate their learnt hypotheses with other agents. Coordination in this context means that the hypothesis learnt by one agent is consistent with the data known to the other agents. In order to address this problem, we present A-MAIL, an argumentation approach for agents ...
متن کاملMultiagent Inductive Learning: an Argumentation-based Approach
Multiagent Inductive Learning is the problem that groups of agents face when they want to perform inductive learning, but the data of interest is distributed among them. This paper focuses on concept learning, and presents A-MAIL, a framework for multiagent induction integrating ideas from inductive learning, case-based reasoning and argumentation. Argumentation is used as a communication frame...
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One approach to agent communication is to insist that agents not only send messages, but support them with reasons why those messages are appropriate. This is argumentation-based communication. This chapter looks at some of our work on argumentation-based communication, focusing on issues which we think apply to all work in this area, and discussing what we feel are the important issues in deve...
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ژورنال
عنوان ژورنال: Autonomous Agents and Multi-Agent Systems
سال: 2014
ISSN: 1387-2532,1573-7454
DOI: 10.1007/s10458-014-9256-2