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ATAL
2007
Springer
16 years 28 days ago
Transfer via inter-task mappings in policy search reinforcement learning
The ambitious goal of transfer learning is to accelerate learning on a target task after training on a different, but related, source task. While many past transfer methods have f...
Matthew E. Taylor, Shimon Whiteson, Peter Stone
ATC
2007
Springer
16 years 28 days ago
A Distributed Self-healing Data Store
Due to the huge amount of integrated devices and sensors in everyday objects ubiquitous systems are in vicinity and will be deployed in large scales in the near future. We expect t...
Wolfgang Trumler, Jörg Ehrig, Andreas Pietzow...
ECML
2007
Springer
16 years 27 days ago
Generalization-Based Similarity for Conceptual Clustering
The availability of techniques for comparing descriptions has many applications in Artificial Intelligence, ranging from description selection to flexible matching, from instance...
Stefano Ferilli, Teresa Maria Altomare Basile, Nic...
ESA
2007
Springer
125views Algorithms» more  ESA 2007»
16 years 27 days ago
Online Primal-Dual Algorithms for Maximizing Ad-Auctions Revenue
We study the online ad-auctions problem introduced by Mehta et. al. [15]. We design a (1 − 1/e)competitive (optimal) algorithm for the problem, which is based on a clean primal-...
Niv Buchbinder, Kamal Jain, Joseph Naor
FPL
2007
Springer
198views Hardware» more  FPL 2007»
16 years 27 days ago
Floating-Point Trigonometric Functions for FPGAs
Field-programmable circuits now have a capacity that allows them to accelerate floating-point computing, but are still missing core libraries for it. In particular, there is a ne...
Jérémie Detrey, Florent de Dinechin