JAIR Volume 27 (2006)
Moshe Tennenholtz, Editor in Chief
680 pp., references, index, illus., $85.00 softcover, ISBN 978-1-57735-322-5
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Contents
A Variational Inference Procedure Allowing Internal Structure for Overlapping Clusters and Deterministic Constraints / 1
D. Geiger, C. Meek, and Y. Wexler
Generative Prior Knowledge for Discriminative Classification / 25
A. Epshteyn and G. DeJong
Cognitive Principles in Robust Multimodal Interpretation / 55
J. Y. Chai, Z. Prasov, and S. Qu
Learning Sentence-internal Temporal Relations / 85
M. Lapata and A. Lascarides
A Comparison of Different Machine Transliteration Models / 119
J. Oh, K. Choi, and H. Isahara
Solving Factored MDPs with Hybrid State and Action Variables / 153
B. Kveton, M. Hauskrecht, and C. Guestrin
Active Learning with Multiple Views / 203
I. Muslea, S. Minton, and C. A. Knoblock
Modelling Mixed Discrete-Continuous Domains for Planning / 235
M. Fox and D. Long
Properties and Applications of Programs with Monotone and Convex Constraints / 299
L. Liu and M. Truszczynski
Anytime Point-Based Approximations for Large POMDPs / 335
J. Pineau, G. Gordon, and S. Thrun
Multi-Issue Negotiation with Deadlines / 381
S. S. Fatima, M. J. Wooldridge, and N. R. Jennings
FluCaP: A Heuristic Search Planner for First-Order MDPs / 419
S. Hoelldobler, E. Karabaev, and O. Skvortsova
Set Intersection and Consistency in Constraint Networks / 441
Y. Zhang and R. H. C. Yap
Preference-based Search using Example-Critiquing with Suggestions / 465
P. Viappiani, B. Faltings, and P. Pu
Resource Allocation Among Agents with MDP-Induced Preferences / 505
D. A. Dolgov and E. H. Durfee
Causes of Ineradicable Spurious Predictions in Qualitative Simulation / 551
O. Yilmaz and A. C. Cem Say
Understanding Algorithm Performance on an Oversubscribed Scheduling Application / 577
L. Barbulescu, A. E. Howe, L. D. Whitley and M. Roberts
Uncertainty in Soft Temporal Constraint Problems: A General Framework and Controllability Algorithms for The Fuzzy Case / 617
F. Rossi, K. B. Venable, and N. Yorke-Smith
Index / 675