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ATAL
2005
Springer
16 years 15 hour 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
INFOCOM
2003
IEEE
15 years 11 months ago
Load Balancing and Stability Issues in Algorithms for Service Composition
— Service composition enables flexible creation of new services by assembling independent service components. We are focused on the scenario where such composition takes place a...
Bhaskaran Raman, Randy H. Katz
INFOCOM
2002
IEEE
15 years 11 months ago
Increase-Decrease Congestion Control for Real-time Streaming: Scalability
– Typically, NACK-based congestion control is dismissed as being not viable due to the common notion that “open-loop” congestion control is simply “difficult.” Emerging r...
Dmitri Loguinov, Hayder Radha
ITS
2010
Springer
178views Multimedia» more  ITS 2010»
15 years 11 months ago
Learning What Works in ITS from Non-traditional Randomized Controlled Trial Data
The traditional, well established approach to finding out what works in education research is to run a randomized controlled trial (RCT) using a standard pretest and posttest desig...
Zachary A. Pardos, Matthew D. Dailey, Neil T. Heff...
QOFIS
2001
Springer
15 years 11 months ago
Constrained TCP-Friendly Congestion Control for Multimedia Communication
With the lack of admission control and resource reservation mechanisms in the Internet, overload situations can only be avoided by having the end systems deploying congestion cont...
Dorgham Sisalem, Adam Wolisz