Incremental Robot Shaping
作者:
Joseba Urzelai,
Dario Floreano,
Marco Dorigo,
Marco Colombetti,
期刊:
Connection Science
(Taylor Available online 1998)
卷期:
Volume 10,
issue 3-4
页码: 341-360
ISSN:0954-0091
年代: 1998
DOI:10.1080/095400998116486
出版商: Taylor & Francis Group
关键词: Robot Shaping;Incremental Evolution;Behavior-BASED Robotics;Modular Architectures;Evolution And Learning;Reinforcement Learning;Robot Navigation
数据来源: Taylor
摘要:
We propose a modular architecture for autonomous robots which allows for the implementation of basic behavioral modules by both programming and training, and accommodates for an evolutionary development of the interconnections among modules. This architecture can implement highly complex controllers and allows for incremental shaping of the robot behavior. Our proposal is exemplified and evaluated experimentally through a number of mobile robotic tasks involving exploration, battery recharging and object manipulation.
点击下载:
PDF (642KB)
返 回