Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Having simple agents capable of cooperatively distinguish- ing one shape from another is an interesting problem, which will have benefits in the future. An abstracted model of this was tested with neigh- bouring agents who change state according to their immediate surround- ings, changing the surroundings themselves. Using a genetic algorithm to determine the agent behaviours at each state it was possible to train a swarm to remove only one out of two unknown types of shape in an enclosed space. Estimates of the difficulty the genetic algorithm would have in finding a suitable solution had a significant correlation with the measured difficulty in the eleven tested scenarios, with known solutions.
['David King', 'Philip Breedon']
I am writing a research paper on a idea Cooperative Object Recognition: Behaviours of a Artificially Evolved Swarm
[{"from": "human", "value": "I am writing a research paper on a idea Cooperative Object Recognition: Behaviours of a Artificially Evolved Swarm"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Having simple agents capable of cooperatively distinguish- ing one shape from another is an interesting problem, which will have benefits in the future. An abstracted model of this was tested with neigh- bouring agents who change state according to their immediate surround- ings, changing the surroundings themselves. Using a genetic algorithm to determine the agent behaviours at each state it was possible to train a swarm to remove only one out of two unknown types of shape in an enclosed space. Estimates of the difficulty the genetic algorithm would have in finding a suitable solution had a significant correlation with the measured difficulty in the eleven tested scenarios, with known solutions."}]