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ATAL
2008
Springer
13 years 6 months ago
Evolutionary dynamics for designing multi-period auctions
Mechanism design (MD) has recently become a very popular approach in the design of distributed systems of autonomous agents. A key assumption required for the application of MD is...
Tomas Klos, Gerrit Jan van Ahee
ISAAC
2005
Springer
127views Algorithms» more  ISAAC 2005»
13 years 10 months ago
Counting Stable Strategies in Random Evolutionary Games
In this paper we study the notion of the Evolutionary Stable Strategies (ESS) in evolutionary games and we demonstrate their qualitative difference from the Nash Equilibria, by sh...
Spyros C. Kontogiannis, Paul G. Spirakis
GEM
2009
13 years 2 months ago
Evolutionary Methods in Self-organizing System Design
Self-organizing systems could serve as a solution for many technical problems where properties like robustness, scalability, and adaptability are required. However, despite all the...
Istvan Fehervari, Wilfried Elmenreich
AAMAS
2006
Springer
13 years 4 months ago
An Evolutionary Dynamical Analysis of Multi-Agent Learning in Iterated Games
In this paper, we investigate Reinforcement learning (RL) in multi-agent systems (MAS) from an evolutionary dynamical perspective. Typical for a MAS is that the environment is not ...
Karl Tuyls, Pieter Jan't Hoen, Bram Vanschoenwinke...
GECCO
2009
Springer
144views Optimization» more  GECCO 2009»
13 years 11 months ago
Cheating for problem solving: a genetic algorithm with social interactions
We propose a variation of the standard genetic algorithm that incorporates social interaction between the individuals in the population. Our goal is to understand the evolutionary...
Rafael Lahoz-Beltra, Gabriela Ochoa, Uwe Aickelin