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CDC
2009
IEEE
138views Control Systems» more  CDC 2009»
13 years 7 months ago
Beyond local optimality: An improved approach to hybrid model learning
Abstract-- Local convergence is a limitation of many optimization approaches for multimodal functions. For hybrid model learning, this can mean a compromise in accuracy. We develop...
Stephanie Gil, Brian Williams
ICML
2005
IEEE
14 years 10 months ago
Proto-value functions: developmental reinforcement learning
This paper presents a novel framework called proto-reinforcement learning (PRL), based on a mathematical model of a proto-value function: these are task-independent basis function...
Sridhar Mahadevan
INFOCOM
2007
IEEE
14 years 4 months ago
Distributed Placement of Service Facilities in Large-Scale Networks
Abstract— The effectiveness of service provisioning in largescale networks is highly dependent on the number and location of service facilities deployed at various hosts. The cla...
Nikolaos Laoutaris, Georgios Smaragdakis, Konstant...
ISBI
2006
IEEE
14 years 10 months ago
Classification of galactograms using fractal properties of the breast ductal network
Several types of breast carcinomas tend to spread along the surface of the ductal lumen. Spontaneous nipple discharge can be an early symptom of such cancer development that does ...
Despina Kontos, Vasileios Megalooikonomou, Ailar J...
IANDC
2010
83views more  IANDC 2010»
13 years 8 months ago
Static analysis of topology-dependent broadcast networks
Broadcast semantics poses significant challenges over point-to-point communication when it comes to formal modelling and analysis. Current approaches to analysing broadcast netwo...
Sebastian Nanz, Flemming Nielson, Hanne Riis Niels...