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LAMAS
2005
Springer
9 years 4 months ago
An Overview of Cooperative and Competitive Multiagent Learning
Abstract Multi-agent systems (MASs) is an area of distributed artificial intelligence that emphasizes the joint behaviors of agents with some degree of autonomy and the complexiti...
Pieter Jan't Hoen, Karl Tuyls, Liviu Panait, Sean ...
ATAL
2004
Springer
9 years 4 months ago
Protocol/Mechanism Design for Cooperation/Competition
Developing interaction rules/protocols among multiple agents is one of the central research topics in multi-agent systems. For cooperative agents, we need to develop protocols so ...
Makoto Yokoo
CIA
1998
Springer
9 years 3 months ago
Cooperative vs. Competitive Multi-Agent Negotiations in Retail Electronic Commerce
A key lesson learned from economic and game theory research is that negotiation protocols have substantial, rippling effects on the overall nature of the system. online auctions a...
Robert H. Guttman, Pattie Maes
ROBOCUP
2007
Springer
167views Robotics» more  ROBOCUP 2007»
9 years 5 months ago
Cooperative/Competitive Behavior Acquisition Based on State Value Estimation of Others
The existing reinforcement learning approaches have been suffering from the curse of dimension problem when they are applied to multiagent dynamic environments. One of the typical...
Kentarou Noma, Yasutake Takahashi, Minoru Asada
GECCO
2005
Springer
174views Optimization» more  GECCO 2005»
9 years 4 months ago
Emergence of communication in competitive multi-agent systems: a pareto multi-objective approach
In this paper we investigate the emergence of communication in competitive multi-agent systems. A competitive environment is created with two teams of agents competing in an explo...
Michelle McPartland, Stefano Nolfi, Hussein A. Abb...
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