Multiagent Learning
Papers from the 2005 AAAI Workshop
Eduardo Alonso, Michael Bowling, Enric Plaza, and Peter Stone, Program Cochairs
Technical Report WS-05-09 published by The AAAI Press, Menlo Park, California
This technical report is also available in book and CD format.
Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!
Contents
Organizing Committee / 1
Michael Bowling, Enric Plaza, and Peter Stone
Learning to Communicate in Decentralized Systems / 1
Martin Allen, Claudia V. Goldman, and Shlomo Zilberstein
Reaching Pareto Optimality in Prisoner’s Dilemma Using Conditional Joint Action Learning / 9
Dipyaman Banerjee and Sandip Sen
Local Learning to Improve Organizational Performance in Networked Multiagent Team Formation / 15
Blazej Bulka, Matthew Gaston, and Marie desJardins
Learning to Teach and Follow in Repeated Games / 21
Jacob W. Crandall and Michael A. Goodrich
Learning to Select Negotiation Strategies in Multi-Agent Meeting Scheduling / 27
Elisabeth Crawford and Manuela Veloso
A Simple Learning Approach for Endogenous Network Formation / 34
Matthew E. Gaston and Marie desJardins
Multiagent Q-Learning: Preliminary Study on Dominance between the Nash and Stackelberg Equilibriums / 41
Julien Laumônier and Brahim Chaib-draa
Evolutionary Ensembles: Combining Learning Agents Using Genetic Algorithms / 46
Jared Sylvester and Nitesh V. Chawla
AAAI Digital Library
AAAI relies on your generous support through membership and donations. If you find these resources useful, we would be grateful for your support.