Special Issue: Robot Behavior. Behavior & Learning. Behavior and Learning in Robotics.
نویسندگان
چکیده
منابع مشابه
Learning Prospective Robot Behavior
This paper presents a learning framework that enables a robot to learn comprehensive policies autonomously from a series of incrementally more challenging tasks designed by a human teacher. Psychologists have shown that human infants rapidly acquire general strategies and then extend that behavior with contingencies for new situations. This strategy allows an infant to quickly acquire new behav...
متن کاملLearning the behavior model of a robot
Complex artifacts are designed today from well specified and well modeled components. But most often, the models of these components cannot be composed into a global functional model of the artifact. A significant observation, modeling and identification effort is required to get such a global model, which is needed in order to better understand, control and improve the designed artifact. Robot...
متن کاملFormal Modeling of Robot Behavior with Learning
We present formal specification and verification of a robot moving in a complex network, using temporal sequence learning to avoid obstacles. Our aim is to demonstrate the benefit of using a formal approach to analyze such a system as a complementary approach to simulation. We first describe a classical closed-loop simulation of the system and compare this approach to one in which the system is...
متن کاملAdaptive multi-robot behavior via learning momentum
In this paper, the effects of adaptive robotic behavior via Learning Momentum in the context of a robotic team are studied. Learning momentum is a variation on parametric adjustment methods that has previously been successfully applied to enhance individual robot performance. In particular, we now assess, via simulation, the potential advantages of a team of robots using this capability to alte...
متن کاملBehavior Acquisition via Vision-Based Robot Learning
We introduce our approach that makes a robot learn to behave adequately to accomplish a given task at hand through the interactions with its environment with less a priori knowledge about the environment or the robot itself. We briefly present three research topics of vision-based robot learning in each of which visual perception is tightly coupled with actuator effects so as to learn an adequa...
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ژورنال
عنوان ژورنال: Journal of the Robotics Society of Japan
سال: 1993
ISSN: 0289-1824,1884-7145
DOI: 10.7210/jrsj.11.1130