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JAIR
2010
145views more  JAIR 2010»
13 years 7 months ago
Planning with Noisy Probabilistic Relational Rules
Noisy probabilistic relational rules are a promising world model representation for several reasons. They are compact and generalize over world instantiations. They are usually in...
Tobias Lang, Marc Toussaint
CEC
2010
IEEE
13 years 3 days ago
Co-evolutionary search path planning under constrained information-sharing for a cooperative unmanned aerial vehicle team
—Mobile cooperative sensor networks are increasingly used for surveillance and reconnaissance tasks to support domain picture compilation. However, efficient distributed informat...
Jean Berger, Jens Happe
INFOCOM
2003
IEEE
14 years 1 months ago
Integrating effective-bandwidth-based QoS routing and best effort routing
—A methodology is presented for integrating effective-bandwidth-based routing for QoS-sensitive traffic and datagram routing of the best-effort traffic. To prevent excessive dela...
Stephen L. Spitler, Daniel C. Lee
ATAL
2005
Springer
14 years 2 months ago
Improving reinforcement learning function approximators via neuroevolution
Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
Shimon Whiteson
LCTRTS
2001
Springer
14 years 28 days ago
Middleware For Building Adaptive Systems Via Configuration
1 COTS (commercial off-the-shelf) devices are capable of executing powerful, distributed algorithms. Very large, adaptive systems can be created by simply integrating these devices...
Sanjai Narain, Ravichander Vaidyanathan, Stanley M...