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ICMLA
2009
15 years 15 days ago
Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs
Abstract--Feature selection is an important challenge in machine learning. Unfortunately, most methods for automating feature selection are designed for supervised learning tasks a...
Mark Kroon, Shimon Whiteson
136
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EUROSYS
2006
ACM
15 years 12 months ago
Practical taint-based protection using demand emulation
Many software attacks are based on injecting malicious code into a target host. This paper demonstrates the use of a wellknown technique, data tainting, to track data received fro...
Alex Ho, Michael A. Fetterman, Christopher Clark, ...
ISSTA
2009
ACM
15 years 7 months ago
Run-time conformance checking of mobile and distributed systems using executable models
This paper describes an approach for conformance testing of mobile and distributed systems. The approach is based on kiltera — a novel, high-level language supporting the descri...
Ahmad A. Saifan, Ernesto Posse, Jürgen Dingel
108
Voted
PVLDB
2010
129views more  PVLDB 2010»
15 years 1 months ago
AXART - Enabling Collaborative Work with AXML Artifacts
The workflow models have been essentially operation-centric for many years, ignoring almost completely the data aspects. Recently, a new paradigm of data-centric workflows, call...
Bogdan Marinoiu, Serge Abiteboul, Pierre Bourhis, ...
138
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AIIDE
2008
15 years 5 months ago
Dynamic Expansion of Behaviour Trees
Artificial intelligence in games is typically used for creating player's opponents. Manual edition of intelligent behaviors for Non-Player Characters (NPCs) of games is a cum...
Gonzalo Flórez Puga, Marco Antonio Gó...