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ECML
2005
Springer
16 years 9 days ago
Towards Finite-Sample Convergence of Direct Reinforcement Learning
Abstract. While direct, model-free reinforcement learning often performs better than model-based approaches in practice, only the latter have yet supported theoretical guarantees f...
Shiau Hong Lim, Gerald DeJong
EUC
2005
Springer
16 years 9 days ago
Middleware Architecture for Context Knowledge Discovery in Ubiquitous Computing
Advanced analysis of data for extracting useful knowledge is the next natural step in the world of ubiquitous computing. So far, most of the ubiquitous systems process knowledge in...
Kim Anh Pham Ngoc, Young-Koo Lee, Sungyoung Lee
170
Voted
VISUAL
2005
Springer
16 years 8 days ago
Image Annotation for Adaptive Enhancement of Uncalibrated Color Images
The paper describes an innovative image annotation tool, based on a multi-class Support Vector Machine, for classifying image pixels in one of seven classes - sky, skin, vegetation...
Claudio Cusano, Francesca Gasparini, Raimondo Sche...
175
Voted
SIGOPSE
2004
ACM
16 years 6 days ago
A sledgehammer approach to reuse of legacy device drivers
Device drivers account for the majority of an operating system’s code base, and reuse of the existing driver infrastructure is a pragmatic requirement of any new OS project. New...
Joshua LeVasseur, Volkmar Uhlig
SEKE
2004
Springer
16 years 4 days ago
AgentService
This paper describes the software infrastructure introduced within the AgentService framework in order to provide support for ontology design, development, and management. Ontolog...
Antonio Boccalatte, Andrea Gozzi, Alberto Grosso, ...