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