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Integrated architectures for learning, planning, and reacting based on approximating dynamic programming

by Richard S. Sutton - Proceedings of the SevenLh International Conference on Machine Learning , 1990
"... gutton~gte.com Dyna is an AI architecture that integrates learning, planning, and reactive execution. Learning methods are used in Dyna both for compiling planning results and for updating a model of the effects of the agent's actions on the world. Planning is incremental and can use the probab ..."
Abstract - Cited by 563 (22 self) - Add to MetaCart
the probabilistic and ofttimes incorrect world models generated by learning processes. Execution is fully reactive in the sense that no planning intervenes between perception and action. Dyna relies on machine learning methods for learning from examples--these are among the basic building blocks making up

Discrete Choice Methods with Simulation

by Kenneth E. Train , 2002
"... This book describes the new generation of discrete choice meth-ods, focusing on the many advances that are made possible by simulation. Researchers use these statistical methods to examine the choices that consumers, households, firms, and other agents make. Each of the major models is covered: logi ..."
Abstract - Cited by 1326 (20 self) - Add to MetaCart
This book describes the new generation of discrete choice meth-ods, focusing on the many advances that are made possible by simulation. Researchers use these statistical methods to examine the choices that consumers, households, firms, and other agents make. Each of the major models is covered

The TSIMMIS Approach to Mediation: Data Models and Languages

by Hector Garcia-Molina, Yannis Papakonstantinou, Dallan Quass, Yehoshua Sagiv, Jeffrey Ullman, Vasilis Vassalos, Jennifer Widom, et al. - JOURNAL OF INTELLIGENT INFORMATION SYSTEMS , 1997
"... TSIMMIS -- The Stanford-IBM Manager of Multiple Information Sources -- is a system for integrating information. It o ers a data model and a common query language that are designed to support the combining of information from many different sources. It also o ers tools for generating automatically th ..."
Abstract - Cited by 417 (9 self) - Add to MetaCart
TSIMMIS -- The Stanford-IBM Manager of Multiple Information Sources -- is a system for integrating information. It o ers a data model and a common query language that are designed to support the combining of information from many different sources. It also o ers tools for generating automatically

Tutorial Generating 3D Building Models from Architectural Drawings: A

by Xuetao Yin, Peter Wonka, Anshuman Razdan
"... Using 3D building models is extremely help-ful throughout the architecture engineer-ing and construction (AEC) lifecycle. Such models let designers and architects virtually walk through a project to get a more intuitive perspec-tive on their work. They can also check a design’s validity by running c ..."
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Using 3D building models is extremely help-ful throughout the architecture engineer-ing and construction (AEC) lifecycle. Such models let designers and architects virtually walk through a project to get a more intuitive perspec-tive on their work. They can also check a design’s validity by running

The Helmholtz Machine

by Peter Dayan, Geoffrey E. Hinton, Radford M. Neal, Richard S. Zemel , 1995
"... Discovering the structure inherent in a set of patterns is a fundamental aim of statistical inference or learning. One fruitful approach is to build a parameterized stochastic generative model, independent draws from which are likely to produce the patterns. For all but the simplest generative model ..."
Abstract - Cited by 238 (24 self) - Add to MetaCart
Discovering the structure inherent in a set of patterns is a fundamental aim of statistical inference or learning. One fruitful approach is to build a parameterized stochastic generative model, independent draws from which are likely to produce the patterns. For all but the simplest generative

A survey of free-form object representation and recognition techniques

by Richard J. Campbell, Patrick J. Flynn - Computer Vision and Image Understanding , 2001
"... Advances in computer speed, memory capacity, and hardware graphics acceleration have made the interactive manipulation and visualization of complex, detailed (and therefore large) three-dimensional models feasible. These models are either painstakingly designed through an elaborate CAD process or re ..."
Abstract - Cited by 200 (1 self) - Add to MetaCart
on both the 3D model building process and techniques used to match and identify free-form objects from imagery. c ○ 2001 Academic Press 1.

Drawing-based Procedural Modeling of Chinese Architectures

by Fei Hou, Yue Qi, Hong Qin
"... Abstract—This paper presents a novel modeling framework to build 3D models of Chinese architectures from elevation drawing. Our algorithm integrates the capability of automatic drawing recognition with powerful procedural modeling to extract production rules from elevation drawing. First, different ..."
Abstract - Cited by 1 (0 self) - Add to MetaCart
Abstract—This paper presents a novel modeling framework to build 3D models of Chinese architectures from elevation drawing. Our algorithm integrates the capability of automatic drawing recognition with powerful procedural modeling to extract production rules from elevation drawing. First, different

Interactive 3d architectural modeling from unordered photo collections

by Sudipta N. Sinha, Drew Steedly, Richard Szeliski, Marc Pollefeys, Maneesh Agrawala - Proc. of SIGGRAPH Asia 2008 , 2008
"... Figure 1: Our interactive image-based modeling system provides an intuitive sketch-based interface for reconstructing a photorealistic textured piecewise planar 3D model of a building or architectural scene from an unordered collection of photographs. We present an interactive system for generating ..."
Abstract - Cited by 72 (6 self) - Add to MetaCart
Figure 1: Our interactive image-based modeling system provides an intuitive sketch-based interface for reconstructing a photorealistic textured piecewise planar 3D model of a building or architectural scene from an unordered collection of photographs. We present an interactive system for generating

Reconstructing building interiors from images

by Yasutaka Furukawa, Brian Curless, Steven M. Seitz, Richard Szeliski - In Proc. of the International Conference on Computer Vision (ICCV , 2009
"... This paper proposes a fully automated 3D reconstruction and visualization system for architectural scenes (interiors and exteriors). The reconstruction of indoor environments from photographs is particularly challenging due to texture-poor planar surfaces such as uniformly-painted walls. Our system ..."
Abstract - Cited by 109 (13 self) - Add to MetaCart
This paper proposes a fully automated 3D reconstruction and visualization system for architectural scenes (interiors and exteriors). The reconstruction of indoor environments from photographs is particularly challenging due to texture-poor planar surfaces such as uniformly-painted walls. Our system

Model Driven Security: from UML Models to Access Control Infrastructures

by David Basin, Jürgen Doser, Torsten Lodderstedt - ACM Transactions on Software Engineering and Methodology , 2006
"... We present a new approach to building secure systems. In our approach, which we call Model Driven Security, designers specify system models along with their security requirements and use tools to automatically generate system architectures from the models including complete, configured access contro ..."
Abstract - Cited by 147 (14 self) - Add to MetaCart
We present a new approach to building secure systems. In our approach, which we call Model Driven Security, designers specify system models along with their security requirements and use tools to automatically generate system architectures from the models including complete, configured access
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