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ECML
2006
Springer
14 years 1 months ago
Approximate Policy Iteration for Closed-Loop Learning of Visual Tasks
Abstract. Approximate Policy Iteration (API) is a reinforcement learning paradigm that is able to solve high-dimensional, continuous control problems. We propose to exploit API for...
Sébastien Jodogne, Cyril Briquet, Justus H....
IVS
2008
147views more  IVS 2008»
13 years 9 months ago
Design considerations for collaborative visual analytics
Information visualization leverages the human visual system to support the process of sensemaking, in which information is collected, organized, and analyzed to generate knowledge...
Jeffrey Heer, Maneesh Agrawala
JAIR
2007
124views more  JAIR 2007»
13 years 9 months ago
Closed-Loop Learning of Visual Control Policies
In this paper we present a general, flexible framework for learning mappings from images to actions by interacting with the environment. The basic idea is to introduce a feature-...
Sébastien Jodogne, Justus H. Piater
VLC
2008
118views more  VLC 2008»
13 years 9 months ago
Interactive access to large image collections using similarity-based visualization
Image collections are getting larger and larger. To access those collections, systems for managing, searching, and browsing are necessary. Visualization plays an essential role in...
Giang P. Nguyen, Marcel Worring
DOCENG
2008
ACM
13 years 11 months ago
A concise XML binding framework facilitates practical object-oriented document engineering
Semantic web researchers tend to assume that XML Schema and OWL-S are the correct means for representing the types, structure, and semantics of XML data used for documents and int...
Andruid Kerne, Zachary O. Toups, Blake Dworaczyk, ...