Long-Term Progress and Behavior Complexification in Competitive Co-Evolution

18 Sep 2019Luca SimioneStefano Nolfi

The possibility to use competitive evolutionary algorithms to generate long-term progress is normally prevented by the convergence on limit cycle dynamics in which the evolving agents keep progressing against their current competitors by periodically rediscovering solutions adopted previously over and over again. This leads to local but not to global progress, i.e. progress against all possible competitors... (read more)

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