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ICRA
2009
IEEE
227views Robotics» more  ICRA 2009»
15 years 9 months ago
Adaptive autonomous control using online value iteration with gaussian processes
— In this paper, we present a novel approach to controlling a robotic system online from scratch based on the reinforcement learning principle. In contrast to other approaches, o...
Axel Rottmann, Wolfram Burgard
115
Voted
APIN
2002
80views more  APIN 2002»
15 years 2 months ago
Searching a Scalable Approach to Cerebellar Based Control
Decades of research into the structure and function of the cerebellum have led to a clear understanding of many of its cells, as well as how learning might take place. Furthermore...
Jan Peters, P. Patrick van der Smagt
GECCO
2005
Springer
141views Optimization» more  GECCO 2005»
15 years 8 months ago
Evolving cooperative strategies for UAV teams
We present a Genetic Programming approach to evolve cooperative controllers for teams of UAVs. Our focus is a collaborative search mission in an uncertain and/or hostile environme...
Marc D. Richards, L. Darrell Whitley, J. Ross Beve...
WIAS
2010
98views more  WIAS 2010»
15 years 25 days ago
A multiagent architecture for controlling the Palamede satellite
The fundamental role of autonomous agents in managing activities of space systems has emerged some years ago with the NASA’s Remote Agent Experiment. However, the possible advant...
Francesco Amigoni, Stefano Gualandi, Daniele Menot...
140
Voted
COMPSAC
2007
IEEE
15 years 8 months ago
An Approach to Adaptive Distributed Execution Monitoring for Workflows in Service-based Systems
Systems based on Service-Oriented Architecture are called service-based systems (SBS), and comprise of computing services offered by various organizations. Users of SBS often requ...
Stephen S. Yau, Dazhi Huang, Luping Zhu