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IJCAI
2007
13 years 9 months ago
Transfer Learning in Real-Time Strategy Games Using Hybrid CBR/RL
The goal of transfer learning is to use the knowledge acquired in a set of source tasks to improve performance in a related but previously unseen target task. In this paper, we pr...
Manu Sharma, Michael P. Holmes, Juan Carlos Santam...
IJCAI
2007
13 years 9 months ago
A Decision-Theoretic Model of Assistance
There is a growing interest in intelligent assistants for a variety of applications from organizing tasks for knowledge workers to helping people with dementia. In this paper, we ...
Alan Fern, Sriraam Natarajan, Kshitij Judah, Prasa...
IJCAI
2007
13 years 9 months ago
Building Structure into Local Search for SAT
Local search procedures for solving satisfiability problems have attracted considerable attention since the development of GSAT in 1992. However, recent work indicates that for m...
Duc Nghia Pham, John Thornton, Abdul Sattar
IJCAI
2007
13 years 9 months ago
MB-DPOP: A New Memory-Bounded Algorithm for Distributed Optimization
In distributed combinatorial optimization problems, dynamic programming algorithms like DPOP ([Petcu and Faltings, 2005]) require only a linear number of messages, thus generating...
Adrian Petcu, Boi Faltings
IJCAI
2007
13 years 9 months ago
Conservative Extensions in Expressive Description Logics
Carsten Lutz, Dirk Walther, Frank Wolter
IJCAI
2007
13 years 9 months ago
From Sampling to Model Counting
We introduce a new technique for counting models of Boolean satisfiability problems. Our approach incorporates information obtained from sampling the solution space. Unlike previ...
Carla P. Gomes, Jörg Hoffmann, Ashish Sabharw...
IJCAI
2007
13 years 9 months ago
An Analysis of the Use of Tags in a Blog Recommender System
The Web is experiencing an exponential growth in the use of weblogs or blogs, websites containing dated journal-style entries. Blog entries are generally organised using informall...
Conor Hayes, Paolo Avesani, Sriharsha Veeramachane...
IJCAI
2007
13 years 9 months ago
Symmetric Component Caching
Caching, symmetries, and search with decomposition are powerful techniques for pruning the search space of constraint problems. In this paper we present an innovative way of effi...
Matthew Kitching, Fahiem Bacchus
IJCAI
2007
13 years 9 months ago
Dealing with Perception Errors in Multi-Robot System Coordination
Alessandro Farinelli, Daniele Nardi, Paul Scerri, ...