We presented a new learning approach to the application of service robots, which is based on learning by imitation. Service robots need to increase their set of actions, which would lead to the ability of adapting their behaviours. In contrast with traditional learning approaches learning by imitation presents considerable advantages; equip robots with the abilities to be efficient in applications requiring human interaction. The paper offers our experiences with the first stage of our approach. Experimental results show the feasibility of such an approach
Imitation in robotics is seen as a powerful means to reduce the complexity of robot programming. It ...
Imitative learning and learning by observation are social mechanisms that allow a robot to acquire k...
Learning by imitation represents a useful and promising alternative to program robots. The approach ...
Imitative learning facilitates skill acquisition in a social environment where one agent learns how ...
Abstract. In the last years, Learning by Imitation (LbI) has been in-creasingly explored in order to...
Mühlig M. A Whole Systems Approach to Robot Imitation Learning of Object Movement Skills. Bielefeld ...
Learning techniques are drawing extensive attention in the robotics community. Some reasons behind m...
Abstract—In this paper we present a new approach for learning responsive robot behavior by imitation...
Imitation learning has been studied from a large range of disciplines, including adaptive robotics. ...
The number of advanced robot systems has been increasing in recent years yielding a large variety of...
Advances in robotics have resulted in increases both in the availability of robots and also their co...
. One of the most important aspects in service robotics is the communication of service robots with ...
There is an exponential increase of the range of tasks that robots are forecasted to accomplish. (Re...
In order to enable more widespread application of robots, we are required to reduce the human effort...
In industrial environments robots are used for various tasks. At this moment it is not feasible for ...
Imitation in robotics is seen as a powerful means to reduce the complexity of robot programming. It ...
Imitative learning and learning by observation are social mechanisms that allow a robot to acquire k...
Learning by imitation represents a useful and promising alternative to program robots. The approach ...
Imitative learning facilitates skill acquisition in a social environment where one agent learns how ...
Abstract. In the last years, Learning by Imitation (LbI) has been in-creasingly explored in order to...
Mühlig M. A Whole Systems Approach to Robot Imitation Learning of Object Movement Skills. Bielefeld ...
Learning techniques are drawing extensive attention in the robotics community. Some reasons behind m...
Abstract—In this paper we present a new approach for learning responsive robot behavior by imitation...
Imitation learning has been studied from a large range of disciplines, including adaptive robotics. ...
The number of advanced robot systems has been increasing in recent years yielding a large variety of...
Advances in robotics have resulted in increases both in the availability of robots and also their co...
. One of the most important aspects in service robotics is the communication of service robots with ...
There is an exponential increase of the range of tasks that robots are forecasted to accomplish. (Re...
In order to enable more widespread application of robots, we are required to reduce the human effort...
In industrial environments robots are used for various tasks. At this moment it is not feasible for ...
Imitation in robotics is seen as a powerful means to reduce the complexity of robot programming. It ...
Imitative learning and learning by observation are social mechanisms that allow a robot to acquire k...
Learning by imitation represents a useful and promising alternative to program robots. The approach ...