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LION
2007
Springer
192views Optimization» more  LION 2007»
16 years 17 days ago
Learning While Optimizing an Unknown Fitness Surface
This paper is about Reinforcement Learning (RL) applied to online parameter tuning in Stochastic Local Search (SLS) methods. In particular a novel application of RL is considered i...
Roberto Battiti, Mauro Brunato, Paolo Campigotto
IROS
2006
IEEE
163views Robotics» more  IROS 2006»
16 years 13 days ago
Robotic On-Orbit Servicing - DLR's Experience and Perspective
The increasing number of launched satellites per year, calls for solutions to keep free operational space for telecommunication systems in geo-synchronized orbit, as well as to av...
Klaus Landzettel, Carsten Preusche, Alin Albu-Sch&...
CORR
2008
Springer
173views Education» more  CORR 2008»
15 years 6 months ago
Decomposition Principles and Online Learning in Cross-Layer Optimization for Delay-Sensitive Applications
In this paper, we propose a general cross-layer optimization framework in which we explicitly consider both the heterogeneous and dynamically changing characteristics of delay-sens...
Fangwen Fu, Mihaela van der Schaar
CPHYSICS
2007
106views more  CPHYSICS 2007»
15 years 6 months ago
The way towards thermonuclear fusion simulators
In parallel to the ITER project itself, many initiatives address complementary technological issues relevant to a fusion reactor, as well as many remaining scientific issues. One...
A. Bécoulet, Per Strand, H. Wilson, M. Roma...
NETWORK
2006
186views more  NETWORK 2006»
15 years 6 months ago
Multiuser cross-layer resource allocation for video transmission over wireless networks
With the advancement of video-compression technology and the wide deployment of wireless networks, there is an increasing demand for wireless video communication services, and man...
Guan-Ming Su, Zhu Han, Min Wu, K. J. Ray Liu