Advice-Exchange in Heterogeneous Groups of Learning Agents

• Type: Article in International Conference Proceedings Book
• Date: 2003

Authors

Luis Nunes (Author) Other; Eugénio Oliveira (Author) FEUP

Conference proceedings International

Title: Proceedings of the Interantional Conference on Autonomous Agents

Pages: 1084-1085

The Second International Joint Conference on Autonomous Agents & Multiagent Systems, AAMAS 2003, July 14-18, 2003, Melbourne, Victoria, Australia, Proceedings

Indexing

ISI Web of Knowledge

Scopus - 3 Citations

Other information

Authenticus ID: P-007-C76

DOI: 10.1145/860575.860807

Abstract (EN): This research aims at studying the effects of exchanging information during the learning process in Multiagent Systems. The concept of advice-exchange, introduced in [3], consists in requesting extra feedback, in the form of episodic advice, from other agents that are solving similar problems. This work is concerned with the exchange of information in heterogeneous groups of learning-agents that either share the same environment or are solving problems with similar structure. Concepts, such as self-confidence, trust and advisor preference, were introduced in the experiments that led to the results discussed in this paper.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 2