[PDF][PDF] An ontology-based multi-level robot architecture for learning from experiences

S Rockel, B Neumann, J Zhang, SKR Dubba… - 2013 AAAI Spring …, 2013 - cdn.aaai.org
One way to improve the robustness and flexibility of robot performance is to let the robot
learn from its experiences. In this paper, we describe the architecture and knowledge …

A robot waiter learning from experiences

B Neumann, L Hotz, P Rost, J Lehmann - Machine Learning and Data …, 2014 - Springer
In this contribution, we consider learning tasks of a robot simulating a waiter in a restaurant.
The robot records experiences and creates or adapts concepts represented in the web …

A constraint-based approach for hybrid reasoning in robotics

M Mansouri - 2016 - diva-portal.org
The quest of AI and Robotics researchers to realize fully AI-driven integrated robotic systems
has not yet led to such realizations, in spite of great attainments in both research areas. This …

Learning robot activities from experiences: An ontology-based approach

B Neumann, L Hotz, A Günter - 2013 - edoc.sub.uni-hamburg.de
Wir beschreiben Methoden, mit denen ein Roboter aus Erfahrungen lernen kann, und
illustrieren dies mit ersten experimentellen Ergebnissen. Das Lernen erfolgt mithilfe von …