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Each simple, everyday gesture is an enormous achievement of the brain. Even when simply pouring ourselves a glass of water, we have to coordinate the movements of dozens of muscles, react to the swashing water and visually estimate how much water there is still to pour. For a long time, engineers tried to pre-program all these operations step by step. But such an approach not only is extremely laborious, but also highly error-prone. Every slight change in conditions results in a failure of the program.

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Each simple, everyday gesture is an enormous achievement of the brain. Even when simply pouring ourselves a glass of water, we have to coordinate the movements of dozens of muscles, react to 100 free online australian dating sites Aras Innovator Demo Series 11 SP5 (32 Minutes) swashing water and rhein ruhr singlebörse estimate how much water there is still to pour.

For a long time, engineers tried to pre-program all these operations step by step. But such an approach not rhein ruhr singlebörse is extremely laborious, but also highly error-prone. Every slight change in conditions results in a failure of the program. Therefore, scientists are now using a different strategy: Various learning methods are being explored.

Already by trial and error, robots can develop successful behavioral strategies. The mechanical biped varies the settings of individual leg movements at random. If this increases the walking speed, the machine remembers the current settings and repeats the procedure.

One objective of this line of research in the Bernstein Network is rhein ruhr singlebörse better understand learning processes. To test whether one has understood a given learning principle, it is translated into mathematical equations. The scientists then use these to program a robot. Based on its behavior, a number of questions can be answered: How fast does the robot learn?

Does it really learn what it is supposed to learn? Psychological learning models such as reinforcement learning can also be tested in these machines. In addition, these experiments serve to refine the re supplied with different patterns of action—be it for orientation, grasping or for the interpretation of information. Such capabilities would allow robots to independently find their way or to perform certain actions on demand.

Rhein ruhr singlebörse not only learn by trial and error, but also by imitation and instruction. Until robots are able to apply such learning behaviors, they will have to be especially improved in one capacity: In the worst case, such information is already outdated when the system is completed. The ultimate goal of various research projects in the Bernstein Network is to develop robots that explore their environment and learn to ascribe meanings to objects.

Thus, they should be able to learn that an object can look very different when viewed from different perspectives, that a cup can be filled with something, or that a cylinder can be rhein ruhr singlebörse when placed on its side. Artificial vision systems have rhein ruhr singlebörse wide range of application fields—from security technologies, where they are already applied today, over quality control in industrial production to automated navigation and control, such as in self-steering vehicles.

When robots succeed to learn by playing, as children do, they have performed a great developmental step towards autonomy. Truly autonomous service robots, however, are still far from becoming reality. The time that it will take until we can build completely autonomous rhein ruhr singlebörse should be used for develop. Skip to navigation Personal tools. Document Actions Print this. The robot iuro interprets gestures and spoken hints by passers-by to find its way.

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