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» Generality Is Predictive of Prediction Accuracy
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AAAI
2008
15 years 8 months ago
Generalized Point Based Value Iteration for Interactive POMDPs
We develop a point based method for solving finitely nested interactive POMDPs approximately. Analogously to point based value iteration (PBVI) in POMDPs, we maintain a set of bel...
Prashant Doshi, Dennis Perez
ATAL
2005
Springer
15 years 11 months ago
Rapid on-line temporal sequence prediction by an adaptive agent
Robust sequence prediction is an essential component of an intelligent agent acting in a dynamic world. We consider the case of near-future event prediction by an online learning ...
Steven Jensen, Daniel Boley, Maria L. Gini, Paul R...
173
Voted
KDD
2005
ACM
147views Data Mining» more  KDD 2005»
15 years 11 months ago
Combining proactive and reactive predictions for data streams
Mining data streams is important in both science and commerce. Two major challenges are (1) the data may grow without limit so that it is difficult to retain a long history; and (...
Ying Yang, Xindong Wu, Xingquan Zhu
200
Voted
ACMMSP
2004
ACM
131views Hardware» more  ACMMSP 2004»
15 years 11 months ago
Reuse-distance-based miss-rate prediction on a per instruction basis
Feedback-directed optimization has become an increasingly important tool in designing and building optimizing compilers. Recently, reuse-distance analysis has shown much promise i...
Changpeng Fang, Steve Carr, Soner Önder, Zhen...
160
Voted
GROUP
2003
ACM
15 years 11 months ago
Using cursor prediction to smooth telepointer jitter
Telepointers are an important type of embodiment in real-time distributed groupware. Telepointers can increase the presence of remote participants and can provide considerable awa...
Carl Gutwin, Jeff Dyck, Jennifer Burkitt