Alle Publikationen
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2017
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(2017): Task oriented control of a humanoid robot through the implementation of a cognitive architecture. In: Journal of Intelligent & Robotic Systems 85 (1), S. 3-25. DOI: 10.1007/s10846-016-0383-7
DOI: https://doi.org/10.1007/s10846-016-0383-7 Abstract: This work presents a novel approach on task oriented control of a humanoid robot through the implementation of a cognitive architecture. The architecture developed here provides humanoid robots with systems that allow them to continuously learn new skills, adapt these skills to new contexts and robustly reproduce new behaviours in dynamical environments. This architecture can be thought of as a first stepping stone upon which to incrementally build more complex cognitive processes, providing this way a minimum degree of intelligence for the humanoid robot. Several experiments are conducted to prove the validity of the system and to test the operation of the architecture. (PsycINFO Database Record (c) 2019 APA, all rights reserved)
2002
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(2002): Robots that imitate humans. In: Trends in cognitive sciences 6 (11), S. 481-487. DOI: 10.1016/S1364-6613(02)02016-8
DOI: https://doi.org/10.1016/S1364-6613(02)02016-8 Abstract: The study of social learning in robotics has been motivated by both scientific interest in the learning process and practical desires to produce machines that are useful, flexible, and easy to use. In this review, we introduce the social and task-oriented aspects of robot imitation. We focus on methodologies for addressing two fundamental problems. First, how does the robot know what to imitate? And second, how does the robot map that perception onto its own action repertoire to replicate it? In the future, programming humanoid robots to perform new tasks might be as simple as showing them.
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