Evolving robust gaits with AIBO

作者: G.S. Hornby , S. Takamura , J. Yokono , O. Hanagata , T. Yamamoto

DOI: 10.1109/ROBOT.2000.846489

关键词: AIBOArtificial intelligenceEvolutionary computationMotion controlRobust controlGaitRobotEvolutionary algorithmEntertainment robotEngineering

摘要: An evolutionary algorithm is used to evolve gaits with the Sony entertainment robot, AIBO. All processing handled by robot's on-board computer individuals evaluated using hardware. By sculpting experimental environment, we increase robustness different surface types and AIBOs. Evolved are faster than those created hand. Using this technique a gait in consumer version of

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