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Journal of Artificial Intelligence Research

Volume Twenty-Three


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Contents

Finding Approximate POMDP Solutions Through Belief Compression / 1
N. Roy, G. Gordon, G. and S. Thrun

Extremal Behaviour in Multiagent Contract Negotiation / 41
P. E. Dunne

Reinforcement Learning for Agents with Many Sensors and Actuators Acting in Categorizable Environments / 79
J. M. Porta and E. Celaya

Restricted Value Iteration: Theory and Algorithms / 123
W. Zhang and N. L. Zhang

Combining Spatial and Temporal Logics: Expressiveness vs. Complexity / 167
D. Gabelaia, R. Kontchakov, A. Kurucz, F. Wolter, and M. Zakharyaschev

Graduality in Argumentation / 245
C. Cayrol and M. C. Lagasquie-Schiex

Combining Knowledge- and Corpus-based Word-Sense-Disambiguation Methods / 299
A. Montoyo, A. Suarez, G. Rigau and M. Palomar

Learning From Labeled and Unlabeled Data: An Empirical Study Across Techniques and Domains / 331
N. V. Chawla and G. Karakoulas

Hybrid BDI-POMDP Framework for Multiagent Teaming / 367
R. Nair and M. Tambe

On the Practical use of Variable Elimination in Constraint Optimization Problems: 'Still-life' as a Case Study / 421
J. Larrosa, E. Morancho, and D. Niso

Generalizing Boolean Satisfiability III: Implementation / 441
H. E. Dixon, M. L. Ginsberg, D. Hofer, E. M. Luks, and A. J. Parkes

Using Memory to Transform Search on the Planning Graph / 533
T. Zimmerman and S. Kambhampati

An Improved Search Algorithm for Optimal Multiple-Sequence Alignment / 587
S. Schroedl

An Expressive Language and Efficient Execution System for Software Agents / 625
G. Barish and C. A. Knoblock

Keys, Nominals, and Concrete Domains / 667
L. Carsten, C. Areces, I. Horrocks, and U. Sattler

Author-Title Index / 727

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