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IJCAI
2003
15 years 4 days ago
Source Update Capture in Information Agents
In this paper we present strategies for successfully capturing updates at Web sources. Web-based information agents provide integrated access to autonomous Web sources that can ge...
Naveen Ashish, Deepak Kulkarni, Yao Wang
IJCAI
2003
15 years 4 days ago
On Identifying and Managing Relationships in Multi-Agent Systems
Multi-agent systems result from interactions between individual agents. Through these interactions different kinds of relationships are formed, which can impact substantially on t...
Ronald Ashri, Michael Luck, Mark d'Inverno
IJCAI
2003
15 years 4 days ago
Semi-Supervised Learning with Explicit Misclassification Modeling
This paper investigates a new approach for training discriminant classifiers when only a small set of labeled data is available together with a large set of unlabeled data. This a...
Massih-Reza Amini, Patrick Gallinari
IJCAI
2003
15 years 4 days ago
Covariant Policy Search
We investigate the problem of non-covariant behavior of policy gradient reinforcement learning algorithms. The policy gradient approach is amenable to analysis by information geom...
J. Andrew Bagnell, Jeff G. Schneider
IJCAI
2003
15 years 4 days ago
Understanding the Power of Clause Learning
Efficient implementations of DPLL with the addition of clause learning are the fastest complete satisfiability solvers and can handle many significant real-world problems, such as...
Paul Beame, Henry A. Kautz, Ashish Sabharwal