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Koolio: Path planning using reinforcement learning on a real robot platform

Lavi M. Zamstein, A. Antonio Arroyo, Eric M. Schwartz

发表年份
2006
引用次数
16

摘要

In this paper, we describe the learning process of an autonomous delivery robot. We will discuss reinforcement learning and which method is used to reach an optimal policy of actions using only the current sensor inputs.

关键词

Reinforcement learningRobot learningPath (computing)Motion planningComputer scienceRobotProcess (computing)Artificial intelligenceAutonomous robotMobile robot

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