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AAMAS
2007
Springer
15 years 6 months ago
Bifurcation Analysis of Reinforcement Learning Agents in the Selten's Horse Game
Abstract. The application of reinforcement learning algorithms to multiagent domains may cause complex non-convergent dynamics. The replicator dynamics, commonly used in evolutiona...
Alessandro Lazaric, Jose Enrique Munoz de Cote, Fa...
AAMAS
2007
Springer
15 years 4 days ago
An agent architecture for multi-attribute negotiation using incomplete preference information
A component-based generic agent architecture for multi-attribute (integrative) negotiation is introduced and its application is described in a prototype system for negotiation abo...
Catholijn M. Jonker, Valentin Robu, Jan Treur
AAMAS
2007
Springer
15 years 4 days ago
A formal framework for connective stability of highly decentralized cooperative negotiations
Abstract. Multiagent cooperative negotiation is a promising technique for modeling and controlling complex systems. Effective and flexible cooperative negotiations are especially...
Francesco Amigoni, Nicola Gatti
AAMAS
2007
Springer
15 years 6 months ago
Networks of Learning Automata and Limiting Games
Learning Automata (LA) were recently shown to be valuable tools for designing Multi-Agent Reinforcement Learning algorithms. One of the principal contributions of LA theory is that...
Peter Vrancx, Katja Verbeeck, Ann Nowé
AAMAS
2007
Springer
15 years 4 days ago
An algebra for commitment protocols
Protocols enable unambiguous, smooth interactions among agents. Commitments among agents are a powerful means of developing protocols. Commitments enable flexible execution of pro...
Ashok U. Mallya, Munindar P. Singh
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