Information Content of Coevolutionary Game Landscapes

@article{Richter2018InformationCO,
  title={Information Content of Coevolutionary Game Landscapes},
  author={Hendrik Richter},
  journal={2018 IEEE Congress on Evolutionary Computation (CEC)},
  year={2018},
  pages={1-6}
}
  • Hendrik Richter
  • Published 20 March 2018
  • Economics
  • 2018 IEEE Congress on Evolutionary Computation (CEC)
Coevolutionary game dynamics is the result of players that may change their strategies and their network of interaction. For such games, and based on interpreting strategies as configurations, strategy-to-payoff maps can be defined for every interaction network, which opens up to derive game landscapes. This paper presents an analysis of these game landscapes by their information content. By this analysis, we particularly study the effect of a rescaled payoff matrix generalizing social dilemmas… 

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References

SHOWING 1-10 OF 22 REFERENCES
Analyzing coevolutionary games with dynamic fitness landscapes
  • Hendrik Richter
  • Economics
    2016 IEEE Congress on Evolutionary Computation (CEC)
  • 2016
TLDR
A framework is introduced for describing coevolutionary game dynamics by landscape models and it is shown that coev evolutionary games invoke dynamic landscapes.
Dynamic landscape models of coevolutionary games
Coevolutionary Games - A Mini Review
Coevolutionary Intransitivity in Games: A Landscape Analysis
TLDR
A link between rating– and ranking–based measures of intransitivity and fitness landscapes that can address the dichotomy between subjective and objective fitness is explored.
A review of evolutionary graph theory with applications to game theory
Universal scaling for the dilemma strength in evolutionary games.
Evolutionary games on graphs
Evolutionary games on graphs and the speed of the evolutionary process
TLDR
This paper investigates evolutionary games with the invasion process updating rules on three simple non-directed graphs: the star, the circle and the complete graph and derives the exact solutions of the stochastic evolutionary game dynamics.
Fixation Probabilities for Any Configuration of Two Strategies on Regular Graphs
TLDR
This work derives a simple, computationally tractable formula for weak selection to favor cooperation when starting from any configuration containing any number of cooperators, and derives general results that characterize the interaction of any two strategies, not only cooperation and defection.
Sharp benefit-to-cost rules for the evolution of cooperation on regular graphs
We study two of the simple rules on finite graphs under the death-birth updating and the imitation updating discovered by Ohtsuki, Hauert, Lieberman and Nowak [Nature 441 (2006) 502-505]. Each rule
...
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2
3
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