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Now showing items 11-13 of 13
Learning Strategies for Evolved Co-operating Multi-Agent Teams in Pursuit Domain
This study investigates how genetic programming (GP) can be effectively used in a
multi-agent system to allow agents to learn to communicate. Using the predator-prey
scenario and a co-operative learning strategy, ...
Image Evolution Using 2D Power Spectra
Procedurally generated textures have seen use in many applications, are a high-interest topic when exploring evolutionary algorithms, and hold a central interest for digital art. However, there is an existing difficulty ...
Neural Network Guided Evolution of L-system Plants
A Lindenmayer system is a parallel rewriting system that generates graphic shapes using several rules. Genetic programming (GP) is an evolutionary algorithm that evolves expressions. A convolutional neural network(CNN) is ...