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» A New Way to Introduce Knowledge into Reinforcement Learning
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ICML
2009
IEEE
16 years 19 days ago
Discriminative k-metrics
The k q-flats algorithm is a generalization of the popular k-means algorithm where q dimensional best fit affine sets replace centroids as the cluster prototypes. In this work, a ...
Arthur Szlam, Guillermo Sapiro
ATAL
2006
Springer
15 years 3 months ago
Efficient agents for cliff-edge environments with a large set of decision options
This paper proposes an efficient agent for competing in Cliff Edge (CE) environments, such as sealed-bid auctions, dynamic pricing and the ultimatum game. The agent competes in on...
Ron Katz, Sarit Kraus
ICALT
2005
IEEE
15 years 5 months ago
C-Cards in Music Education
The paper proposes a new way of introducing music to 8 to 10 year-old children, by adopting a recent educational tool for teaching Computer Science. Our proposal builds on computa...
Andrea Valente, Kirstin Lyon
COLT
2004
Springer
15 years 3 months ago
Oracle Bounds and Exact Algorithm for Dyadic Classification Trees
This paper introduces a new method using dyadic decision trees for estimating a classification or a regression function in a multiclass classification problem. The estimator is bas...
Gilles Blanchard, Christin Schäfer, Yves Roze...
MLG
2007
Springer
15 years 6 months ago
Abductive Stochastic Logic Programs for Metabolic Network Inhibition Learning
Abstract. We revisit an application developed originally using Inductive Logic Programming (ILP) by replacing the underlying Logic Program (LP) description with Stochastic Logic Pr...
Jianzhong Chen, Stephen Muggleton, Jose Santos