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EPIA
2007
Springer
15 years 5 months ago
Generalization and Transfer Learning in Noise-Affected Robot Navigation Tasks
Abstract. When a robot learns to solve a goal-directed navigation task with reinforcement learning, the acquired strategy can usually exclusively be applied to the task that has be...
Lutz Frommberger
KI
2007
Springer
15 years 5 months ago
The Behaviour-Based Control Architecture iB2C for Complex Robotic Systems
This paper presents the behaviour-based control architecture iB2C (integrated Behaviour-Based Control) used for the development of complex robotic systems. The specification of be...
Martin Proetzsch, Tobias Luksch, Karsten Berns
CCIA
2005
Springer
15 years 4 months ago
Direct Policy Search Reinforcement Learning for Robot Control
— This paper proposes a high-level Reinforcement Learning (RL) control system for solving the action selection problem of an autonomous robot. Although the dominant approach, whe...
Andres El-Fakdi, Marc Carreras, Narcís Palo...
MATES
2004
Springer
15 years 4 months ago
The Emergence of Social Order in a Robotic Society.
The article presents a general model of the emergence of social order in multi-agent-systems (MAS). The agents consist of two types of neural networks that have the task to generat...
Jürgen Klüver, Maarten Sierhuis, Christi...
ICAT
2003
IEEE
15 years 4 months ago
A Haptic Navigation System for Supporting Master-Slave Robotic Surgery
Conventional display in robotic surgery such as flat displays or stereoscopic displays decreases obtainable information around target tissue. For supporting manipulation and perfo...
Megumi Nakao, Tomohiro Kuroda, Hiroshi Oyama