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» Motion Planning with Uncertainty
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ISIPTA
2003
IEEE
15 years 5 months ago
Subjective Probability and Lower and Upper Prevision: A New Understanding
This article introduces a new way of understanding subjective probability and its generalization to lower and upper prevision. Instead of asking whether a person is willing to pay...
Glenn Shafer, Peter R. Gillett, Richard B. Scherl
81
Voted
ATAL
2008
Springer
15 years 2 months ago
Value-based observation compression for DEC-POMDPs
Representing agent policies compactly is essential for improving the scalability of multi-agent planning algorithms. In this paper, we focus on developing a pruning technique that...
Alan Carlin, Shlomo Zilberstein
115
Voted
ICWS
2004
IEEE
15 years 1 months ago
Dynamic Workflow Composition using Markov Decision Processes
The advent of Web services has made automated workflow composition relevant to Web based applications. One technique that has received some attention, for automatically composing ...
Prashant Doshi, Richard Goodwin, Rama Akkiraju, Ku...
130
Voted
AIPS
2009
15 years 1 months ago
Dynamic Controllability of Temporally-flexible Reactive Programs
In this paper we extend dynamic controllability of temporally-flexible plans to temporally-flexible reactive programs. We consider three reactive programming language constructs w...
Robert T. Effinger, Brian C. Williams, Gerard Kell...
88
Voted
ICCV
2003
IEEE
16 years 2 months ago
Bayesian Clustering of Optical Flow Fields
We present a method for unsupervised learning of classes of motions in video. We project optical flow fields to a complete, orthogonal, a-priori set of basis functions in a probab...
Jesse Hoey, James J. Little