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IJCAI
2007
13 years 10 months ago
Exploiting Inference Rules to Compute Lower Bounds for MAX-SAT Solving
In this paper we present a general logical framework for (weighted) MAX-SAT problem, and study properties of inference rules for branch and bound MAX-SAT solver. Several rules, wh...
Han Lin, Kaile Su
IJCAI
2007
13 years 10 months ago
Word Sense Disambiguation with Spreading Activation Networks Generated from Thesauri
Most word sense disambiguation (WSD) methods require large quantities of manually annotated training data and/or do not exploit fully the semantic relations of thesauri. We propos...
George Tsatsaronis, Michalis Vazirgiannis, Ion And...
IJCAI
2007
13 years 10 months ago
Efficient Bayesian Task-Level Transfer Learning
Daniel M. Roy, Leslie Pack Kaelbling
IJCAI
2007
13 years 10 months ago
Multipotential Games
We introduce and analyze q-potential games and qcongestion games, where q is a positive integer. A 1-potential (congestion) game is a potential (congestion) game. We show that a g...
Dov Monderer
IJCAI
2007
13 years 10 months ago
An Experts Algorithm for Transfer Learning
A long-lived agent continually faces new tasks in its environment. Such an agent may be able to use knowledge learned in solving earlier tasks to produce candidate policies for it...
Erik Talvitie, Satinder Singh
IJCAI
2007
13 years 10 months ago
A Study of Residual Supports in Arc Consistency
In an Arc Consistency (AC) algorithm, a residual support, or residue, is a support that has been stored during a previous execution of the procedure which determines if a value is ...
Christophe Lecoutre, Fred Hemery
IJCAI
2007
13 years 10 months ago
State Space Search for Risk-Averse Agents
We investigate search problems under risk in statespace graphs, with the aim of finding optimal paths for risk-averse agents. We consider problems where uncertainty is due to the...
Patrice Perny, Olivier Spanjaard, Louis-Xavier Sto...
IJCAI
2007
13 years 10 months ago
Online Speed Adaptation Using Supervised Learning for High-Speed, Off-Road Autonomous Driving
The mobile robotics community has traditionally addressed motion planning and navigation in terms of steering decisions. However, selecting the best speed is also important – be...
David Stavens, Gabriel Hoffmann, Sebastian Thrun