Sciweavers

239 search results - page 37 / 48
» Use of Simulation in Optimization of Maintenance Policies
Sort
View
EENERGY
2010
15 years 4 months ago
Towards energy-aware scheduling in data centers using machine learning
As energy-related costs have become a major economical factor for IT infrastructures and data-centers, companies and the research community are being challenged to find better an...
Josep Lluis Berral, Iñigo Goiri, Ramon Nou,...
VLDB
1998
ACM
134views Database» more  VLDB 1998»
15 years 4 months ago
Secure Buffering in Firm Real-Time Database Systems
The design of secure buffer managers for database systems supporting real-time applications with firm deadlines is studied here. We first identify the design challenges and then p...
Binto George, Jayant R. Haritsa
NIPS
1998
15 years 1 months ago
Gradient Descent for General Reinforcement Learning
A simple learning rule is derived, the VAPS algorithm, which can be instantiated to generate a wide range of new reinforcementlearning algorithms. These algorithms solve a number ...
Leemon C. Baird III, Andrew W. Moore
102
Voted
TROB
2008
93views more  TROB 2008»
15 years 10 days ago
Using Sensor Morphology for Multirobot Formations
In formation-maintenance (formation control) tasks, robots maintain their relative position with respect to their peers, according to a desired geometric shape. Previous work has e...
Gal A. Kaminka, Ruti Schechter-Glick, Vladimir Sad...
80
Voted
ICML
2006
IEEE
16 years 1 months ago
Qualitative reinforcement learning
When the transition probabilities and rewards of a Markov Decision Process are specified exactly, the problem can be solved without any interaction with the environment. When no s...
Arkady Epshteyn, Gerald DeJong