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About Learning Ant Foraging Behaviors: Liviu A. Panait and Sean Luke
This document discusses using genetic programming to evolve foraging behaviors in ants. It aims to discover behaviors using only pheromone information, rather than hardcoding the pheromone depositing procedure. A genetic programming approach is used to evolve trees that determine how ants deposit pheromones and select behaviors. Experiments show that effective foraging behaviors can be discovered using this approach. The learned behaviors are also robust when transferred to simpler environments.
Detailed Information
| Author: | ['Juan Arteaga'] |
|---|---|
| Publication Year: | 2010 |
| Pages: | 6 |
| Language: | English |
| Format: | |
| Price: | FREE |
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