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ILP
2007
Springer
15 years 3 months ago
Building Relational World Models for Reinforcement Learning
Abstract. Many reinforcement learning domains are highly relational. While traditional temporal-difference methods can be applied to these domains, they are limited in their capaci...
Trevor Walker, Lisa Torrey, Jude W. Shavlik, Richa...
MFCS
2001
Springer
15 years 2 months ago
Playing Games with Algorithms: Algorithmic Combinatorial Game Theory
Combinatorial games lead to several interesting, clean problems in algorithms and complexity theory, many of which remain open. The purpose of this paper is to provide an overview...
Erik D. Demaine
ANOR
2005
46views more  ANOR 2005»
14 years 9 months ago
On the Convexity of Precedence Sequencing Games
: In this paper we study a class of cooperative sequencing games that arise from one-machine sequencing situations in which chain precedence relations are imposed on the jobs. It i...
Herbert Hamers, Flip Klijn, Bas van Velzen
KDD
2003
ACM
217views Data Mining» more  KDD 2003»
15 years 10 months ago
Algorithms for estimating relative importance in networks
Large and complex graphs representing relationships among sets of entities are an increasingly common focus of interest in data analysis--examples include social networks, Web gra...
Scott White, Padhraic Smyth
117
Voted
TKDE
2011
362views more  TKDE 2011»
14 years 4 months ago
A Link Analysis Extension of Correspondence Analysis for Mining Relational Databases
—This work introduces a link-analysis procedure for discovering relationships in a relational database or a graph, generalizing both simple and multiple correspondence analysis. ...
Luh Yen, Marco Saerens, François Fouss