Object-oriented analysis and design with applications (2nd ed.)
Object-oriented analysis and design with applications (2nd ed.)
Type inheritance in strongly typed genetic programming
Advances in genetic programming
Automatic generation of intelligent agent programs
IEEE Expert: Intelligent Systems and Their Applications
RoboCup 2001: Robot Soccer World Cup V
RoboCup 2001: Robot Soccer World Cup V
Evolving Data Structures with Genetic Programming
Proceedings of the 6th International Conference on Genetic Algorithms
Agents in object-oriented software engineering
Software—Practice & Experience - Research Articles
A hybrid approach to automatic programming for the object-oriented programming paradigm
Proceedings of the 2007 annual research conference of the South African institute of computer scientists and information technologists on IT research in developing countries
Learning recursive functions with object oriented genetic programming
EuroGP'06 Proceedings of the 9th European conference on Genetic Programming
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This paper describes the application of object oriented genetic programming to the automatic generation of agents under the Object Oriented Paradigm. To generate the agent programs code, we evolve concurrently the methods that represent the agent-environment interaction. We use like terminals and operations the objects that correspond to the context elements. This study uses the simulation league of the Robot World Cup (Robocup) like a testing environment. The fitness function used evaluates the behavior of agent player in several levels that indicates the learning progress. The experimental results indicate that is possible the agent programs evolution under the Object Oriented Paradigm.