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NIPS
1993
15 years 2 months ago
Using Local Trajectory Optimizers to Speed Up Global Optimization in Dynamic Programming
Dynamic programming provides a methodology to develop planners and controllers for nonlinear systems. However, general dynamic programming is computationally intractable. We have ...
Christopher G. Atkeson
ATAL
2010
Springer
15 years 2 months ago
Frequency adjusted multi-agent Q-learning
Multi-agent learning is a crucial method to control or find solutions for systems, in which more than one entity needs to be adaptive. In today's interconnected world, such s...
Michael Kaisers, Karl Tuyls
CLEF
2010
Springer
15 years 2 months ago
Bootstrapping Websites for Classification of Organization Names on Twitter
There has been a growing interest in monitoring the social media presence of companies for improved marketing. Many public APIs are available for tapping into the data, and there a...
Paul Kalmar
HPDC
2010
IEEE
15 years 2 months ago
BTWorld: towards observing the global BitTorrent file-sharing network
Today, the BitTorrent Peer-to-Peer file-sharing network is one of the largest Internet applications--it generates massive traffic volumes, it is deployed in thousands of independe...
Maciej Wojciechowski, Mihai Capotâ, Johan A....
GPC
2008
Springer
15 years 2 months ago
A Pragmatic Approach for the Semantic Description and Matching of Pervasive Resources
The increasing popularity of personal wireless devices has raised new demands for the efficient discovery of heterogeneous devices and services in pervasive environments. With the...
Ayomi Bandara, Terry R. Payne, David De Roure, Nic...