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ILP
2003
Springer
14 years 2 months ago
Graph Kernels and Gaussian Processes for Relational Reinforcement Learning
RRL is a relational reinforcement learning system based on Q-learning in relational state-action spaces. It aims to enable agents to learn how to act in an environment that has no ...
Thomas Gärtner, Kurt Driessens, Jan Ramon
SSDBM
1999
IEEE
124views Database» more  SSDBM 1999»
14 years 1 months ago
An Indexing Scheme for Fast Similarity Search in Large Time Series Databases
We address the problem of similarity search in large time series databases. We introduce a novel indexing algorithm that allows faster retrieval. The index is formed by creating b...
Eamonn J. Keogh, Michael J. Pazzani
MICRO
1998
IEEE
139views Hardware» more  MICRO 1998»
14 years 1 months ago
Better Global Scheduling Using Path Profiles
Path profiles record the frequencies of execution paths through a program. Until now, the best global instruction schedulers have relied upon profile-gathered frequencies of condi...
Cliff Young, Michael D. Smith
ICLP
1997
Springer
14 years 1 months ago
Non-Failure Analysis for Logic Programs
We provide a method whereby, given mode and (upper approximation) type information, we can detect procedures and goals that can be guaranteed to not fail (i.e., to produce at leas...
Saumya K. Debray, Pedro López-García...
ESA
1993
Springer
140views Algorithms» more  ESA 1993»
14 years 1 months ago
Fully Dynamic Algorithms for Bin Packing: Being (mostly) Myopic Helps
The problem of maintaining an approximate solution for one-dimensional bin packing when items may arrive and depart dynamically is studied. In accordance with various work on fully...
Zoran Ivkovic, Errol L. Lloyd